1
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Torres-Molina MA, Erenas MM, Ortega Munoz M, Capitan Vallvey LF, Perez de Vargas Sansalvador IM. Biocompatible sensors for ammonia gas detection. Talanta 2025; 281:126916. [PMID: 39305764 DOI: 10.1016/j.talanta.2024.126916] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2024] [Revised: 09/11/2024] [Accepted: 09/17/2024] [Indexed: 10/25/2024]
Abstract
In this work, three different dyes have been tested for the determination of gaseous ammonia. This gas is one of the products of microbial degradation and therefore its presence is an indicator of deterioration and could be used as a food freshness indicator. Three different sensors have been prepared and tested, two of them using the natural pigments curcumin and anthocyanin and the other one using bromothymol blue. All of them are biocompatible and therefore allowed to use in contact with food. Different compositions, materials for deposition, stability and reversibility for ammonia gas detection have been studied under high humidity conditions simulating real packaged food conditions. Colorimetry is the technique used to obtain the analytical parameter, the H coordinate of the HSV colour space, simply using a camera, avoiding the use of complex instrumentation. Sensibility, toxicity grade and stability found show that the sensor could be implemented in packaged food and form the basis of a freshness indicator for the food industry.
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Affiliation(s)
- Maria Angustias Torres-Molina
- Electronic and Chemical Sensing Solutions (ECsens), Department of Analytical Chemistry, University of Granada, 18071, Granada, Spain
| | - Miguel M Erenas
- Electronic and Chemical Sensing Solutions (ECsens), Department of Analytical Chemistry, University of Granada, 18071, Granada, Spain; Unit of Excellence in Chemistry Applied to Biomedicine and the Environment of the University of Granada, Granada, Spain.
| | - Mariano Ortega Munoz
- Unit of Excellence in Chemistry Applied to Biomedicine and the Environment of the University of Granada, Granada, Spain; Department of Organic Chemistry, University of Granada, Campus Fuentenueva, Granada, Spain
| | - Luis Fermin Capitan Vallvey
- Electronic and Chemical Sensing Solutions (ECsens), Department of Analytical Chemistry, University of Granada, 18071, Granada, Spain; Unit of Excellence in Chemistry Applied to Biomedicine and the Environment of the University of Granada, Granada, Spain
| | - Isabel M Perez de Vargas Sansalvador
- Electronic and Chemical Sensing Solutions (ECsens), Department of Analytical Chemistry, University of Granada, 18071, Granada, Spain; Unit of Excellence in Chemistry Applied to Biomedicine and the Environment of the University of Granada, Granada, Spain.
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2
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Zhu Y, Gao X, Gao X, Jiang Z, Alhomrani M, Alamri AS, Alsanie WF, Cui H. Development of polysaccharide based intelligent packaging system for visually monitoring of food freshness. Int J Biol Macromol 2024; 277:134588. [PMID: 39122071 DOI: 10.1016/j.ijbiomac.2024.134588] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2024] [Revised: 07/29/2024] [Accepted: 08/06/2024] [Indexed: 08/12/2024]
Abstract
With the increased awareness on food freshness and food quality among consumers, the intelligent packaging films that can visually monitor the freshness of packaged foods by observing the color changes of packaging materials are gradually drawing more and more attentions. In this paper, various colorimetric indicators, types of polysaccharides as film-forming materials, production methods, freshness monitoring application, along with the future development of different intelligent packaging films are illustrated detailedly and deeply. Natural pH sensitive indicators such as anthocyanin, alizarin, curcumin, betaines and chlorophylls, as well as the gases sensitive indicators (hydrogen sulfide sensitive indicators and ethylene sensitive indicators) are the most widely used indicators for monitoring of food freshness. By incorporating different colorimetric indicators into polysaccharides (starch, chitosan, gum and cellulose derivatives) based substrates, the intelligent packaging films can be fabricated by solvent casting method, extrusion-blow molding method and electrospinning technique for monitoring of meat products, fruits, vegetables, milk products and other food products. In conclusion, intelligent packaging films with colorimetric functions are promising and feasible methods for real-time monitoring of food freshness, while stable colorimetric indicators, new film-forming methods and cheaper polysaccharide materials are still needed to develop for further commercialization.
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Affiliation(s)
- Yulin Zhu
- Yantai Key Laboratory of Characteristic Agricultural Bioresource Conservation & Germplasm Innovative Utilization, College of Life Science, Yantai University, Yantai 264005, China.
| | - Xinke Gao
- Yantai Key Laboratory of Characteristic Agricultural Bioresource Conservation & Germplasm Innovative Utilization, College of Life Science, Yantai University, Yantai 264005, China
| | - Xiaona Gao
- Yantai Key Laboratory of Characteristic Agricultural Bioresource Conservation & Germplasm Innovative Utilization, College of Life Science, Yantai University, Yantai 264005, China
| | - Zhumao Jiang
- Yantai Key Laboratory of Characteristic Agricultural Bioresource Conservation & Germplasm Innovative Utilization, College of Life Science, Yantai University, Yantai 264005, China
| | - Majid Alhomrani
- Department of Clinical Laboratory Sciences, Faculty of Applied Medical Sciences, Taif University, Taif 21944, Saudi Arabia
| | - Abdulhakeem S Alamri
- Department of Clinical Laboratory Sciences, Faculty of Applied Medical Sciences, Taif University, Taif 21944, Saudi Arabia
| | - Walaa F Alsanie
- Research Centre for Health Sciences, Deanship of Graduate Studies and Scientific Research, Taif University, Taif 21944, Saudi Arabia
| | - Haiying Cui
- School of Food and Biological Engineering, Jiangsu University, Zhenjiang 212013, China.
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3
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Fatehi F, Khalili Sadrabad E, Feilizadeh M, Derakhshan Z, Heidari Kochaki S, Hekmatimoghaddam S, Jebali A, Mohajeri FA. Designing the pH-sensitive indicator based on starch nanoparticle with bromocresol green for monitoring meat spoilage. INTERNATIONAL JOURNAL OF ENVIRONMENTAL HEALTH RESEARCH 2024:1-9. [PMID: 39058403 DOI: 10.1080/09603123.2024.2383427] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/08/2024] [Accepted: 07/18/2024] [Indexed: 07/28/2024]
Abstract
The starch nanoparticle, combined with bromocresol green (BCG), served as a pH-sensitive indicator to monitor meat quality throughout an 8-day refrigerated storage period. The meat samples were sealed in package which the pH-sensitive indicator attached to the interior part of packaging lid. The changes in meat quality were evaluated by total volatile base nitrogen (TVBN), pH, total viable count (TVC), sensory analysis, and color in interval of 0, 3, 5, 7, and 8-days storage at 4°C. Initial TVBN values were recorded at 19.6 mg/100 g, increased to 26.6 mg/100 g by the end of storage period. The pH value was significantly increased after 8 days storage at 4°C. The observed color variation in the indicator from yellow to blue was attributed to the concurrent increases in TVBN, TVC, and pH. The indicator color changes had significant correlation with analyzed chemical quality of stored meat. Therefore, the designed BCG pH-sensitive indicator could be effective in monitoring the meat spoilage during storage.
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Affiliation(s)
- Farzaneh Fatehi
- Zoonotic Diseases Research Center, Department of Food Hygiene and Safety, School of Public Health, Shahid Sadoughi University of Medical Sciences, Yazd, Iran
- Department of Food Hygiene and Safety, School of Public Health, International Campus, Shahid Sadoughi University of Medical Sciences, Yazd, Iran
| | - Elham Khalili Sadrabad
- Zoonotic Diseases Research Center, Department of Food Hygiene and Safety, School of Public Health, Shahid Sadoughi University of Medical Sciences, Yazd, Iran
| | - Mehrzad Feilizadeh
- Department of Chemical Engineering, School of Chemical and Petroleum Engineering, Shiraz University, Shiraz, Iran
| | - Zahra Derakhshan
- Research Center for Health Sciences, Institute of Health, Shiraz University of Medical Sciences, Shiraz, Iran
- Department of Environmental Health Engineering, School of Health, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Saeed Heidari Kochaki
- Department of Chemical Engineering, School of Chemical and Petroleum Engineering, Shiraz University, Shiraz, Iran
| | - Seyedhossein Hekmatimoghaddam
- Department of Advanced Medical Sciences and Technologies, School of Paramedicine, Shahid Sadoughi University of Medical Sciences, Yazd, Iran
| | - Ali Jebali
- Medical Biotechnology Research Center, Ashkezar Branch, Islamic Azad University, Yazd, Iran
| | - Fateme Akrami Mohajeri
- Zoonotic Diseases Research Center, Department of Food Hygiene and Safety, School of Public Health, Shahid Sadoughi University of Medical Sciences, Yazd, Iran
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4
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Zhang M, Arunachalam A, Perrin H, Polat S, Groenewold J, Mendes E, Eral HB. An Edible Humidity Indicator That Responds to Changes in Humidity Mechanically. ACS APPLIED POLYMER MATERIALS 2023; 5:4780-4788. [PMID: 37469883 PMCID: PMC10353009 DOI: 10.1021/acsapm.3c00344] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Accepted: 04/24/2023] [Indexed: 07/21/2023]
Abstract
Elevated humidity levels in medical, food, and pharmaceutical products may reduce the products' shelf life, trigger bacterial growth, and even lead to complete spoilage. In this study, we report a humidity indicator that mechanically bends and rolls itself irreversibly upon exposure to high humidity conditions. The indicator is made of two food-grade polymer films with distinct ratios of a milk protein, casein, and a plasticizer, glycerol, that are physically attached to each other. Based on the thermogravimetric analysis and microstructural characterization, we hypothesize that the bending mechanism is a result of hygroscopic swelling and consequent counter diffusion of water and glycerol. Guided by this mechanism, we demonstrate that the rolling behavior, including response time and final curvature, can be tuned by the geometric dimensions of the indicator. As the proposed indicator is made of food-grade ingredients, it can be placed directly in contact with perishable products to report exposure to undesirable humidity inside the package, without the risk of contaminating the product or causing oral toxicity in case of accidental digestion, features that commercial inedible electronic and chemo-chromatic sensors cannot provide presently.
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Affiliation(s)
- Mengmeng Zhang
- Process
& Energy Department, Delft University
of Technology, Leeghwaterstraat 39, 2628 CB Delft, The Netherlands
| | - Abinaya Arunachalam
- Process
& Energy Department, Delft University
of Technology, Leeghwaterstraat 39, 2628 CB Delft, The Netherlands
- Polymer
Science, Zernike Institute for Advanced Materials, University of Groningen, Nijenborgh 4, Groningen 9747 AG, The Netherlands
| | - Hugo Perrin
- Process
& Energy Department, Delft University
of Technology, Leeghwaterstraat 39, 2628 CB Delft, The Netherlands
| | - Sevgi Polat
- Process
& Energy Department, Delft University
of Technology, Leeghwaterstraat 39, 2628 CB Delft, The Netherlands
- Chemical
Engineering Department, Faculty of Engineering, Marmara University, 34854 İstanbul, Turkey
| | - Jan Groenewold
- Van’t
Hoff Laboratory, Physical Chemistry, University
of Utrecht, Padualaan 8, 3584 CH Utrecht, The Netherlands
- Guangdong
Provincial Key Laboratory of Optical Information Materials and Technology,
Institute of Electronic Paper Displays South China Academy of Advanced
Optoelectronics, South China Normal University, Guangzhou 510006, P. R. China
| | - Eduardo Mendes
- Chemical
Engineering, Faculty of Applied Sciences, Delft University of Technology, Van der Maasweg 9, Delft, South Holland 2629 HZ, The Netherlands
| | - Hüseyin Burak Eral
- Process
& Energy Department, Delft University
of Technology, Leeghwaterstraat 39, 2628 CB Delft, The Netherlands
- Van’t
Hoff Laboratory, Physical Chemistry, University
of Utrecht, Padualaan
8, 3584 CH Utrecht, The Netherlands
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5
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Kusuma HS, Yugiani P, Himana AI, Aziz A, Putra DAW. Reflections on food security and smart packaging. Polym Bull (Berl) 2023; 81:1-47. [PMID: 36852383 PMCID: PMC9947446 DOI: 10.1007/s00289-023-04734-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Revised: 01/24/2023] [Accepted: 02/13/2023] [Indexed: 02/25/2023]
Abstract
Estimating the number of COVID-19 cases in 2020 exacerbated the food contamination and food supply issues. These problems make consumers more concerned about food and the need to access accurate information on food quality. One of the main methods for preserving the quality of food commodities for export, storage, and finished products is food packaging itself. In the food industry, food packaging has a significant role in the food supply which acts as a barrier against unwanted substances and preserves the quality of the food. Meanwhile, packaging waste can also harm the environment; namely, it can become waste in waterways or become garbage that accumulates because it is nonrenewable and nonbiodegradable. The problem of contaminated food caused by product packaging is also severe. Therefore, to overcome these challenges of safety, environmental impact, and sustainability, the role of food packaging becomes very important and urgent. In this review, the authors will discuss in more detail about new technologies applied in the food industry related to packaging issues to advance the utilization of Smart Packaging and Active Packaging.
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Affiliation(s)
- Heri Septya Kusuma
- Department of Chemical Engineering, Faculty of Industrial Technology, Universitas Pembangunan Nasional “Veteran” Yogyakarta, Sleman, Indonesia
| | - Puput Yugiani
- Department of Chemical Engineering, Faculty of Industrial Technology, Universitas Pembangunan Nasional “Veteran” Yogyakarta, Sleman, Indonesia
| | - Ayu Iftah Himana
- Department of Chemical Engineering, Faculty of Industrial Technology, Universitas Pembangunan Nasional “Veteran” Yogyakarta, Sleman, Indonesia
| | - Amri Aziz
- Department of Chemical Engineering, Faculty of Industrial Technology, Universitas Pembangunan Nasional “Veteran” Yogyakarta, Sleman, Indonesia
| | - Deva Afriga Wardana Putra
- Department of Chemical Engineering, Faculty of Industrial Technology, Universitas Pembangunan Nasional “Veteran” Yogyakarta, Sleman, Indonesia
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6
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Obaidi AA, Karaca IM, Ayhan Z, Haskaraca G, Gultekin E. Fabrication and validation of CO2-sensitive indicator to monitor the freshness of poultry meat. Food Packag Shelf Life 2022. [DOI: 10.1016/j.fpsl.2022.100930] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/15/2022]
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7
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Shao P, Liu L, Yu J, Lin Y, Gao H, Chen H, Sun P. An overview of intelligent freshness indicator packaging for food quality and safety monitoring. Trends Food Sci Technol 2021. [DOI: 10.1016/j.tifs.2021.10.012] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
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8
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Advances in understanding the predominance, phenotypes, and mechanisms of bacteria related to meat spoilage. Trends Food Sci Technol 2021. [DOI: 10.1016/j.tifs.2021.11.007] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
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9
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Jaspal MH, Ijaz M, Haq HAU, Yar MK, Asghar B, Manzoor A, Badar IH, Ullah S, Islam MS, Hussain J. Effect of oregano essential oil or lactic acid treatments combined with air and modified atmosphere packaging on the quality and storage properties of chicken breast meat. Lebensm Wiss Technol 2021. [DOI: 10.1016/j.lwt.2021.111459] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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10
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Salgado PR, Di Giorgio L, Musso YS, Mauri AN. Recent Developments in Smart Food Packaging Focused on Biobased and Biodegradable Polymers. FRONTIERS IN SUSTAINABLE FOOD SYSTEMS 2021. [DOI: 10.3389/fsufs.2021.630393] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Food packaging has a crucial function in the modern food industry. New food packaging technologies seek to meet consumers and industrial's demands. Changes related to food production, sale practices and consumers' lifestyles, along with environmental awareness and the advance in new areas of knowledge (such as nanotechnology or biotechnology), act as driving forces to develop smart packages that can extend food shelf-life, keeping and supervising their innocuousness and quality and also taking care of the environment. This review describes the main concepts and types of active and intelligent food packaging, focusing on recent progress and new trends using biodegradable and biobased polymers. Numerous studies show the great possibilities of these materials. Future research needs to focus on some important aspects such as possibilities to scale-up, costs, regulatory aspects, and consumers' acceptance, to make these systems commercially viable.
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11
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Bekhit AEDA, Holman BW, Giteru SG, Hopkins DL. Total volatile basic nitrogen (TVB-N) and its role in meat spoilage: A review. Trends Food Sci Technol 2021. [DOI: 10.1016/j.tifs.2021.01.006] [Citation(s) in RCA: 131] [Impact Index Per Article: 43.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
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12
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Chitrakar B, Zhang M, Bhandari B. Improvement strategies of food supply chain through novel food processing technologies during COVID-19 pandemic. Food Control 2021; 125:108010. [PMID: 33679006 PMCID: PMC7914018 DOI: 10.1016/j.foodcont.2021.108010] [Citation(s) in RCA: 35] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2020] [Revised: 02/05/2021] [Accepted: 02/21/2021] [Indexed: 12/24/2022]
Abstract
Coronavirus disease-19 (COVID-19) is a contagious disease caused by a novel corona virus (SARS-CoV-2). No medical intervention has yet succeeded, though vaccine success is expected soon. However, it may take months or years to reach the vaccine to the whole population of the world. Therefore, the technological preparedness is worth to discuss for the smooth running of food processing activities. We have explained the impact of the COVID-19 pandemic on the food supply chain (FSC) and then discussed the technological interventions to overcome these impacts. The novel and smart technologies during food processing to minimize human-to-human and human-to-food contact were compiled. The potential virus-decontamination technologies were also discussed. Finally, we concluded that these technologies would make food processing activities smarter, which would ultimately help to run the FSC smoothly during COVID-19 pandemic.
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Affiliation(s)
- Bimal Chitrakar
- State Key Laboratory of Food Science and Technology, Jiangnan University, 214122, Wuxi, Jiangsu, China
| | - Min Zhang
- State Key Laboratory of Food Science and Technology, Jiangnan University, 214122, Wuxi, Jiangsu, China.,International Joint Laboratory on Food Safety, Jiangnan University, 214122, Wuxi, Jiangsu, China
| | - Bhesh Bhandari
- School of Agriculture and Food Sciences, The University of Queensland, Brisbane, QLD, 4072, Australia
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13
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Mohammadian E, Alizadeh‐Sani M, Jafari SM. Smart monitoring of gas/temperature changes within food packaging based on natural colorants. Compr Rev Food Sci Food Saf 2020; 19:2885-2931. [DOI: 10.1111/1541-4337.12635] [Citation(s) in RCA: 38] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2020] [Revised: 07/28/2020] [Accepted: 08/20/2020] [Indexed: 12/28/2022]
Affiliation(s)
- Esmaeil Mohammadian
- Department of Medicinal Chemistry, School of Pharmacy Tehran University of Medical Sciences Tehran Iran
| | - Mahmood Alizadeh‐Sani
- Department of Food Safety and Hygiene, School of Public Health Tehran University of Medical Sciences Tehran Iran
| | - Seid Mahdi Jafari
- Faculty of Food Science & Technology Gorgan University of Agricultural Sciences and Natural Resources Gorgan Iran
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14
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Smartphone based meat freshness detection. Talanta 2020; 216:120985. [DOI: 10.1016/j.talanta.2020.120985] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2020] [Revised: 03/26/2020] [Accepted: 03/27/2020] [Indexed: 11/21/2022]
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15
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Niponsak A, Laohakunjit N, Kerdchoechuen O, Wongsawadee P, Uthairatanakij A. Novel ripeness label based on starch/chitosan incorporated with pH dye for indicating eating quality of fresh–cut durian. Food Control 2020. [DOI: 10.1016/j.foodcont.2019.106785] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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16
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Lee K, Park H, Baek S, Han S, Kim D, Chung S, Yoon JY, Seo J. Colorimetric array freshness indicator and digital color processing for monitoring the freshness of packaged chicken breast. Food Packag Shelf Life 2019. [DOI: 10.1016/j.fpsl.2019.100408] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
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17
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Zhai X, Li Z, Shi J, Huang X, Sun Z, Zhang D, Zou X, Sun Y, Zhang J, Holmes M, Gong Y, Povey M, Wang S. A colorimetric hydrogen sulfide sensor based on gellan gum-silver nanoparticles bionanocomposite for monitoring of meat spoilage in intelligent packaging. Food Chem 2019; 290:135-143. [DOI: 10.1016/j.foodchem.2019.03.138] [Citation(s) in RCA: 87] [Impact Index Per Article: 17.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2019] [Revised: 03/23/2019] [Accepted: 03/26/2019] [Indexed: 01/30/2023]
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18
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Gligoric N, Krco S, Hakola L, Vehmas K, De S, Moessner K, Jansson K, Polenz I, Van Kranenburg R. SmartTags: IoT Product Passport for Circular Economy Based on Printed Sensors and Unique Item-Level Identifiers. SENSORS 2019; 19:s19030586. [PMID: 30704112 PMCID: PMC6387165 DOI: 10.3390/s19030586] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/15/2018] [Revised: 01/19/2019] [Accepted: 01/28/2019] [Indexed: 11/16/2022]
Abstract
In this paper, we present a method that facilitates Internet of Things (IoT) for building a product passport and data exchange enabling the next stage of the circular economy. SmartTags based on printed sensors (i.e., using functional ink) and a modified GS1 barcode standard enable unique identification of objects on a per item-level (including Fast-Moving Consumer Goods-FMCG), collecting, sensing, and reading of parameters from environment as well as tracking a products' lifecycle. The developed ontology is the first effort to define a semantic model for dynamic sensors, including datamatrix and QR codes. The evaluation of decoding and readability of identifiers (QR codes) showed good performance for detection of sensor state printed over and outside the QR code data matrix, i.e., the recognition ability with image vision algorithm was possible. The evaluation of the decoding performance of the QR code data matrix printed with sensors was also efficient, i.e., the QR code ability to be decoded with the reader after reversible and irreversible process of ink (dis)appearing was preserved, with slight drop in performance if ink density is low.
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Affiliation(s)
| | | | - Liisa Hakola
- VTT Technical Research Centre, 02150 Espoo, Finland.
| | - Kaisa Vehmas
- VTT Technical Research Centre, 02150 Espoo, Finland.
| | - Suparna De
- Institute for Communication Systems, University of Surrey, Guildford GU2 7XH, UK.
| | - Klaus Moessner
- Institute for Communication Systems, University of Surrey, Guildford GU2 7XH, UK.
| | | | - Ingmar Polenz
- Durst Phototechnik Digital Technology GmbH, 9900 Lienz, Austria.
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19
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Kiryukhin MV, Lau HH, Goh SH, Teh C, Korzh V, Sadovoy A. A membrane film sensor with encapsulated fluorescent dyes towards express freshness monitoring of packaged food. Talanta 2018; 182:187-192. [DOI: 10.1016/j.talanta.2018.01.085] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2017] [Revised: 01/29/2018] [Accepted: 01/30/2018] [Indexed: 01/05/2023]
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20
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Fan B, Salazar R, Gillies ER. Depolymerization of Trityl End-Capped Poly(Ethyl Glyoxylate): Potential Applications in Smart Packaging. Macromol Rapid Commun 2018; 39:e1800173. [PMID: 29700924 DOI: 10.1002/marc.201800173] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2018] [Revised: 03/26/2018] [Indexed: 12/28/2022]
Abstract
The temperature-dependent depolymerization of self-immolative poly(ethyl glyoxylate) (PEtG) capped with triphenylmethyl (trityl) groups is studied and its potential application for smart packaging is explored. PEtGs with four different trityl end-caps are prepared and found to undergo depolymerization to volatile products from the solid state at different rates depending on temperature and the electron-donating substituents on the trityl aromatic rings. Through the incorporation of hydrophobic dyes including Nile red and IR-780, the depolymerization is visualized as a color change of the dye as it changes from a dispersed to aggregated state. The ability of this platform to provide information on thermal history through an easily readable signal makes it promising in smart packaging applications for sensitive products such a food and other cargo that is susceptible to degradation.
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Affiliation(s)
- Bo Fan
- Department of Chemical and Biochemical Engineering and the Centre for Advanced Materials and Biomaterials Research, The University of Western Ontario, 1151 Richmond St, London, Ontario, N6A 5B9, Canada
| | - Rómulo Salazar
- Escuela Superior Politécnica del Litoral, ESPOL, Facultad de Ingeniería en Mecánica y Ciencias de la Producción, Carrera de Ingeniería en Alimentos, Campus Gustavo Galindo Km 30.5 Vía Perimetral, ECO90902 PO Box 09-01-5863, Guayaquil, Ecuador
| | - Elizabeth R Gillies
- Department of Chemical and Biochemical Engineering and the Centre for Advanced Materials and Biomaterials Research, The University of Western Ontario, 1151 Richmond St, London, Ontario, N6A 5B9, Canada.,Department of Chemistry, The University of Western Ontario, 1151 Richmond St, London, Ontario, N6A 5B7, Canada
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21
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Wang J, Zhang M, Gao Z, Adhikari B. Smart storage technologies applied to fresh foods: A review. Crit Rev Food Sci Nutr 2017; 58:2689-2699. [PMID: 28665695 DOI: 10.1080/10408398.2017.1323722] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
Fresh foods are perishable, seasonal and regional in nature and their storage, transportation, and preservation of freshness are quite challenging. Smart storage technologies can online detection and monitor the changes of quality parameters and storage environment of fresh foods during storage, so that operators can make timely adjustments to reduce the loss. This article reviews the smart storage technologies from two aspects: online detection technologies and smartly monitoring technologies for fresh foods. Online detection technologies include electronic nose, nuclear magnetic resonance (NMR), near infrared spectroscopy (NIRS), hyperspectral imaging and computer vision. Smartly monitoring technologies mainly include some intelligent indicators for monitoring the change of storage environment. Smart storage technologies applied to fresh foods need to be highly efficient and nondestructive and need to be competitively priced. In this work, we have critically reviewed the principles, applications, and development trends of smart storage technologies.
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Affiliation(s)
- Jingyu Wang
- a State Key Laboratory of Food Science and Technology , Jiangnan University , Wuxi , Jiangsu , China
| | - Min Zhang
- a State Key Laboratory of Food Science and Technology , Jiangnan University , Wuxi , Jiangsu , China.,b Jiangnan University(Yangzhou) Food Biotechnology Institute , Yangzhou , China
| | - Zhongxue Gao
- c Wuxi Delin Boat Equipment Co. , Wuxi , Jiangsu , China
| | - Benu Adhikari
- d School of Science, RMIT University , Melbourne , VIC3083 , Australia
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Janjarasskul T, Suppakul P. Active and intelligent packaging: The indication of quality and safety. Crit Rev Food Sci Nutr 2017; 58:808-831. [DOI: 10.1080/10408398.2016.1225278] [Citation(s) in RCA: 91] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Affiliation(s)
- Theeranun Janjarasskul
- Department of Food Technology, Faculty of Science, Chulalongkorn University, Bangkok, Thailand
| | - Panuwat Suppakul
- Department of Packaging and Materials Technology, Faculty of Agro-Industry, Kasetsart University, Bangkok, Thailand
- Center for Advanced Studies in Agriculture and Food, KU Institute for Advanced Studies (CASAF, NRU-KU), Kasetsart University, Bangkok, Thailand
- Center for Intelligent Agro-Food Packaging (CIFP), College of Life Science and Biotechnology, Dongguk University — Seoul, Seoul, Republic of Korea
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Sakowska A, Guzek D, Głąbska D, Wierzbicka A. Carbon monoxide concentration and exposure time effects on the depth of CO penetration and surface color of raw and cooked beef longissimus lumborum steaks. Meat Sci 2016; 121:182-188. [DOI: 10.1016/j.meatsci.2016.06.013] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2016] [Revised: 05/25/2016] [Accepted: 06/13/2016] [Indexed: 10/21/2022]
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Niponsak A, Laohakunjit N, Kerdchoechuen O, Wongsawadee P. Development of smart colourimetric starch-based indicator for liberated volatiles during durian ripeness. Food Res Int 2016; 89:365-372. [PMID: 28460926 DOI: 10.1016/j.foodres.2016.08.038] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2016] [Revised: 08/24/2016] [Accepted: 08/25/2016] [Indexed: 10/21/2022]
Abstract
The mechanical, physical and barrier properties of colourimetric starch-based films (CSBFs) were developed by adding natural polymers (chitosan, citric acid, carboxymethylcellulose, and kraft fibre). Novel volatile compound indicator films were prepared from starch (as a film matrix with 30% w/w sorbitol) using the casting method and adding natural polymers, and pH-dye (methyl red and bromothymol blue as indicators). CSBFs mixed with 0.1% chitosan improved the mechanical and barrier properties with a significant decrease in water vapour transmission rate, water solubility, and oxygen transmission rate, as well as improved tensile strength. Trials using liberated fruit aromas verified that CSBFs resulted in visible colour changes in the presence of mixed sulphur and ethyl alcohol aromas. Colour change in terms of the total colour difference of CSBFs was related to mixed sulphur and ethyl alcohol levels, thereby enabling CSBFs could be used to monitor real-time ripeness of durian volatiles.
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Affiliation(s)
- Aranya Niponsak
- School of Bioresources and Technology, King Mongkut's University of Technology Thonburi, Bangkhuntien, Bangkok 10150, Thailand
| | - Natta Laohakunjit
- School of Bioresources and Technology, King Mongkut's University of Technology Thonburi, Bangkhuntien, Bangkok 10150, Thailand.
| | - Orapin Kerdchoechuen
- School of Bioresources and Technology, King Mongkut's University of Technology Thonburi, Bangkhuntien, Bangkok 10150, Thailand
| | - Punchira Wongsawadee
- Faculty of Science, King Mongkut's University of Technology Thonburi, Bangkok 10140, Thailand
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Banerjee S, Kelly C, Kerry JP, Papkovsky DB. High throughput non-destructive assessment of quality and safety of packaged food products using phosphorescent oxygen sensors. Trends Food Sci Technol 2016. [DOI: 10.1016/j.tifs.2016.01.021] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
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28
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Capitán-Vallvey LF, López-Ruiz N, Martínez-Olmos A, Erenas MM, Palma AJ. Recent developments in computer vision-based analytical chemistry: A tutorial review. Anal Chim Acta 2015; 899:23-56. [DOI: 10.1016/j.aca.2015.10.009] [Citation(s) in RCA: 133] [Impact Index Per Article: 14.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2015] [Revised: 10/07/2015] [Accepted: 10/08/2015] [Indexed: 12/18/2022]
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Shukla V, Kandeepan G, Vishnuraj MR. Development of on package indicator sensor for real-time monitoring of meat quality. Vet World 2015; 8:393-7. [PMID: 27047103 PMCID: PMC4774849 DOI: 10.14202/vetworld.2015.393-397] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2014] [Revised: 02/04/2015] [Accepted: 02/13/2015] [Indexed: 11/23/2022] Open
Abstract
AIM The aim was to develop an indicator sensor for real-time monitoring of meat quality and to compare the response of indicator sensor with meat quality parameters at ambient temperature. MATERIALS AND METHODS Indicator sensor was prepared using bromophenol blue (1% w/v) as indicator solution and filter paper as indicator carrier. Indicator sensor was fabricated by coating indicator solution onto carrier by centrifugation. To observe the response of indicator sensor buffalo meat was packed in polystyrene foam trays covered with PVC film and indicator sensor was attached to the inner side of packaging film. The pattern of color change in indicator sensor was monitored and compared with meat quality parameters viz. total volatile basic nitrogen, D-glucose, standard plate count and tyrosine value to correlate ability of indicator sensor for its suitability to predict the meat quality and storage life. RESULTS The indicator sensor changed its color from yellow to blue starting from margins during the storage period of 24 h at ambient temperature and this correlated well with changes in meat quality parameters. CONCLUSIONS The indicator sensor can be used for real-time monitoring of meat quality as the color of indicator sensor changed from yellow to blue starting from margins when meat deteriorates with advancement of the storage period. Thus by observing the color of indicator sensor quality of meat and shelf life can be predicted.
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Affiliation(s)
- Vivek Shukla
- Division of Livestock Products Technology, Indian Veterinary Research Institute, Bareilly, Izatnagar, Uttar Pradesh, India
| | - G. Kandeepan
- Division of Livestock Products Technology, Indian Veterinary Research Institute, Bareilly, Izatnagar, Uttar Pradesh, India
| | - M. R. Vishnuraj
- Division of Livestock Products Technology, Indian Veterinary Research Institute, Bareilly, Izatnagar, Uttar Pradesh, India
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Development of On-Package Indicator Sensor for Real-Time Monitoring of Buffalo Meat Quality During Refrigeration Storage. FOOD ANAL METHOD 2015. [DOI: 10.1007/s12161-014-0066-6] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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Salinas Y, Ros-Lis JV, Vivancos JL, Martínez-Máñez R, Marcos MD, Aucejo S, Herranz N, Lorente I, Garcia E. A novel colorimetric sensor array for monitoring fresh pork sausages spoilage. Food Control 2014. [DOI: 10.1016/j.foodcont.2013.06.043] [Citation(s) in RCA: 100] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
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Salinas Y, Ros-Lis JV, Vivancos JL, Martínez-Máñez R, Marcos MD, Aucejo S, Herranz N, Lorente I. Monitoring of chicken meat freshness by means of a colorimetric sensor array. Analyst 2012; 137:3635-43. [PMID: 22768392 DOI: 10.1039/c2an35211g] [Citation(s) in RCA: 61] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
A new optoelectronic nose to monitor chicken meat ageing has been developed. It is based on 16 pigments prepared by the incorporation of different dyes (pH indicators, Lewis acids, hydrogen-bonding derivatives, selective probes and natural dyes) into inorganic materials (UVM-7, silica and alumina). The colour changes of the sensor array were characteristic of chicken ageing in a modified packaging atmosphere (30% CO(2)-70% N(2)). The chromogenic array data were processed with qualitative (PCA) and quantitative (PLS) tools. The PCA statistical analysis showed a high degree of dispersion, with nine dimensions required to explain 95% of variance. Despite this high dimensionality, a tridimensional representation of the three principal components was able to differentiate ageing with 2-day intervals. Moreover, the PLS statistical analysis allows the creation of a model to correlate the chromogenic data with chicken meat ageing. The model offers a PLS prediction model for ageing with values of 0.9937, 0.0389 and 0.994 for the slope, the intercept and the regression coefficient, respectively, and is in agreement with the perfect fit between the predicted and measured values observed. The results suggest the feasibility of this system to help develop optoelectronic noses that monitor food freshness.
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Affiliation(s)
- Yolanda Salinas
- Centro de Reconocimiento Molecular y Desarrollo Tecnológico, Unidad Mixta UniversitatPolitècnica de València-Universitat de València, Spain
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Pereira de Abreu DA, Cruz JM, Paseiro Losada P. Active and Intelligent Packaging for the Food Industry. FOOD REVIEWS INTERNATIONAL 2012. [DOI: 10.1080/87559129.2011.595022] [Citation(s) in RCA: 104] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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Arvanitoyannis IS, Stratakos AC. Application of Modified Atmosphere Packaging and Active/Smart Technologies to Red Meat and Poultry: A Review. FOOD BIOPROCESS TECH 2012. [DOI: 10.1007/s11947-012-0803-z] [Citation(s) in RCA: 134] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
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Kerry JP, O'Grady MN, Hogan SA. Past, current and potential utilisation of active and intelligent packaging systems for meat and muscle-based products: A review. Meat Sci 2006; 74:113-30. [PMID: 22062721 DOI: 10.1016/j.meatsci.2006.04.024] [Citation(s) in RCA: 334] [Impact Index Per Article: 18.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2006] [Revised: 04/26/2006] [Accepted: 04/26/2006] [Indexed: 10/24/2022]
Abstract
Interest in the use of active and intelligent packaging systems for meat and meat products has increased in recent years. Active packaging refers to the incorporation of additives into packaging systems with the aim of maintaining or extending meat product quality and shelf-life. Active packaging systems discussed include oxygen scavengers, carbon dioxide scavengers and emitters, moisture control agents and anti-microbial packaging technologies. Intelligent packaging systems are those that monitor the condition of packaged foods to give information regarding the quality of the packaged food during transport and storage. The potential of sensor technologies, indicators (including integrity, freshness and time-temperature (TTI) indicators) and radio frequency identification (RFID) are evaluated for potential use in meat and meat products. Recognition of the benefits of active and intelligent packaging technologies by the food industry, development of economically viable packaging systems and increased consumer acceptance is necessary for commercial realisation of these packaging technologies.
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Affiliation(s)
- J P Kerry
- Department of Food and Nutritional Sciences, University College Cork, National University of Ireland, Cork, Ireland
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Comparison of different analytical methods in the monitoring of the quality of modified atmosphere packaged broiler chicken cuts using principal component analysis. J FOOD ENG 2004. [DOI: 10.1016/j.jfoodeng.2004.01.025] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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