Traceability in food processing: problems, methods, and performance evaluations—a review

References

• Astill, J., R. A. Dara, M. Campbell, J. M. Farber, E. D. G. Fraser, S. Sharif, and R. Y. Yada. 2019. Transparency in food supply chains: A review of enabling technology solutions. Trends in Food Science & Technology 91:240–7. doi: 10.1016/j.tifs.2019.07.024.
   Web of Science ®Google Scholar
• Augustin, M. A., M. Riley, R. Stockmann, L. Bennett, A. Kahl, T. Lockett, M. Osmond, P. Sanguansri, W. Stonehouse, I. Zajac, et al. 2016. Role of food processing in food and nutrition security. Trends in Food Science & Technology 56:115–25. doi: 10.1016/j.tifs.2016.08.005.
   Web of Science ®Google Scholar
• Aung, M. M., and Y. S. Chang. 2014. Traceability in a food supply chain: Safety and quality perspectives. Food Control 39:172–84. doi: 10.1016/j.foodcont.2013.11.007.
   Web of Science ®Google Scholar
• Badia-Melis, R., P. Mishra, and G. L. Ruiz. 2015. Food traceability: New trends and recent advances. A review. Food Control 57:393–401. doi: 10.1016/j.foodcont.2015.05.005.
   Web of Science ®Google Scholar
• Banerjee, M., J. Lee, and K. K. R. Choo. 2018. A blockchain future to internet of things security: A position paper. Digital Communications and Networks 4 (3):149–60. doi: 10.1016/j.dcan.2017.10.006.
   Web of Science ®Google Scholar
• Banterle, A., and S. Stranieri. 2008. The consequences of voluntary traceability system for supply chain relationships. An application of transaction cost economics. Food Policy 33 (6):560–9. doi: 10.1016/j.foodpol.2008.06.002.
   Web of Science ®Google Scholar
• Barge, P., P. Gay, V. Merlino, and C. Tortia. 2014. Item-level radio-frequency identification for the traceability of food products: Application on a dairy product. Journal of Food Engineering 125:119–30. doi: 10.1016/j.jfoodeng.2013.10.019.
   Web of Science ®Google Scholar
• Bernard, A., F. Broeckaert, G. D. Poorter, A. D. Cock, C. Hermans, C. Saegerman, and G. Houins. 2002. The Belgian PCB/dioxin incident: Analysis of the food chain contamination and health risk evaluation. Environmental Research 88 (1):1–18. doi: 10.1006/enrs.2001.4274.
   PubMed Web of Science ®Google Scholar
• Berquist, B. 2012. Traceability in iron ore processing and transports. Minerals Engineering 30:44–51.
   Web of Science ®Google Scholar
• Bertolini, M., M. Bevilacqua, and R. Massini. 2006. FMECA approach to product traceability in the food industry. Food Control 17 (2):137–45. doi: 10.1016/j.foodcont.2004.09.013.
   Web of Science ®Google Scholar
• Bollen, A. F., C. P. Riden, and N. R. Cox. 2007. Agricultural supply system traceability. Part I: Role of packing procedures and effects of fruit mixing. Biosystems Engineering 98 (4):391–400. doi: 10.1016/j.biosystemseng.2007.07.011.
   Web of Science ®Google Scholar
• Bosona, T., and G. Gebresenbet. 2013. Food traceability as an integral part of logistics management in food and agricultural supply chain. Food Control 33 (1):32–48. doi: 10.1016/j.foodcont.2013.02.004.
   Web of Science ®Google Scholar
• Camin, F., R. Larcher, G. Nicolini, L. Bontempo, D. Bertoldi, M. Perini, C. Schlicht, A. Schellenberg, F. Thomas, K. Heinrich, et al. 2010. Isotopic and elemental data for tracing the origin of European olive oils. Journal of Agricultural and Food Chemistry 58 (1):570–7. doi: 10.1021/jf902814s.
   PubMed Web of Science ®Google Scholar
• Chen, T., K. Ding, S. Hao, G. Li, and J. Qu. 2020. Batch-based traceability for pork: A mobile solution with 2D barcode technology. Food Control 107:106770. doi: 10.1016/j.foodcont.2019.106770.
   Web of Science ®Google Scholar
• Christopher, M. G. 1998. Logistics and supply chain management: Creating value-adding networks. London, UK: Pitman Publishing.
   Google Scholar
• Comba, L.,G. Belforte,F. Dabbene, andP. Gay. 2013. Methods for traceability in food production processes involving bulk products. Biosystems Engineering 116 (1):51–63. doi: 10.1016/j.biosystemseng.2013.06.006.
   Web of Science ®Google Scholar
• Comba, L., G. Belforte, and P. Gay. 2011. Modelling techniques for the control of thermal exchanges in mixed continuous-discontinuous flow food plants. Journal of Food Engineering 106 (3):177–87. doi: 10.1016/j.jfoodeng.2011.04.015.
   Web of Science ®Google Scholar
• Cooper, M. C., and L. M. Ellram. 1993. Characteristics of Supply Chain Management and the implications for purchasing and logistics strategy. The International Journal of Logistics Management 4 (2):13–24. doi: 10.1108/09574099310804957.
   Google Scholar
• Corallo, A., M. E. Latino, M. Menegoli, and F. Striani. 2020. The awareness assessment of the Italian agri-food industry regarding food traceability systems. Trends in Food Science & Technology 101:28–37.
   Web of Science ®Google Scholar
• Crandall, P. G., C. A. O'Bryan, D. Babu, N. Jarvis, M. L. Davis, M. Buser, B. Adam, J. Marcy, and S. C. Ricke. 2013. Whole-chain traceability, is it possible to trace your hamburger to a particular steer, a U. S. perspective. Meat Science 95 (2):137–44. doi: 10.1016/j.meatsci.2013.04.022.
   PubMed Web of Science ®Google Scholar
• Creydt, M., and M. Fischer. 2019. Blockchain and more—Algorithm driven food traceability. Food Control 105:45–51. doi: 10.1016/j.foodcont.2019.05.019.
   Web of Science ®Google Scholar
• Dabbene, F, andP. Gay. 2011. Food traceability systems: Performance evaluation and optimization. Computers and Electronics in Agriculture 75 (1):139–46. doi: 10.1016/j.compag.2010.10.009.
   Web of Science ®Google Scholar
• Dabbene, F., P. Gay, and C. Tortia. 2014. Traceability issues in food supply chain management: A review. Biosystems Engineering 120:65–80. doi: 10.1016/j.biosystemseng.2013.09.006.
   Web of Science ®Google Scholar
• Dalvit, C., M. De Marchi, C. Targhetta, M. Gervaso, and M. Cassandro. 2008. Genetic traceability of meat using microsatellite markers. Food Research International 41 (3):301–7. doi: 10.1016/j.foodres.2007.12.010.
   Web of Science ®Google Scholar
• Donnelly, K. A., K. M. Karlsen, and P. Olsen. 2009. The importance of transformations for traceability—A case study of lamb and lamb products. Meat Science 83 (1):68–73. doi: 10.1016/j.meatsci.2009.04.006.
   PubMed Web of Science ®Google Scholar
• Dupuy, C., G. V. Botta, and A. Guinet. 2005. Batch dispersion model to optimise traceability in food industry. Journal of Food Engineering 70 (3):333–9. doi: 10.1016/j.jfoodeng.2004.05.074.
   Web of Science ®Google Scholar
• Dutra, S. V., L. Adami, A. R. Marcon, G. J. Carnieli, C. A. Roani, F. R. Spinelli, S. Leonardelli, C. Ducatti, M. Z. Moreira, and R. Vanderlinde. 2011. Determination of the geographical origin of Brazilian wines by isotope and mineral analysis. Analytical and Bioanalytical Chemistry 401 (5):1571–6. doi: 10.1007/s00216-011-5181-2.
   PubMed Web of Science ®Google Scholar
• Euromonitor. 2016. Global packaged food market to be worth US$2.2 trillion by 2021. Euromonitor. https://blog.euromonitor.com/global-packaged-food-market-worth-us2-2-trillion-2021/.
   Google Scholar
• European Commission. 2003a. Regulation (EC) No 1829/2003 of the European Parliament and of the Council of 22 September 2003 on genetically modified food and feed. Official Journal of the European Union L268:1–23.
   Google Scholar
• European Commission. 2003b. Regulation (EC) No 1830/2003 of the European Parliament and of the Council of 22 September 2003 concerning the traceability and labeling of genetically modified organisms and the traceability of food and feed products produced from genetically modified organisms and amending directive 2001/18/EC. Official Journal of the European Union L268:24–8.
   Google Scholar
• Fan, B., J. Qian, X. Wu, X. Du, W. Li, Z. Ji, and X. Xin. 2019. Improving continuous traceability of food stuff by using barcode-RFID bidirectional transformation equipment: Two field experiments. Food Control 98:449–56. doi: 10.1016/j.foodcont.2018.12.002.
   Web of Science ®Google Scholar
• Feng, H., X. Wang, Y. Duan, J. Zhang, and X. Zhang. 2020. Applying blockchain technology to improve agri-food traceability: A review of development methods, benefits and challenges. Journal of Cleaner Production 260:121031. doi: 10.1016/j.jclepro.2020.121031.
   Web of Science ®Google Scholar
• Feng, J., Z. Fu, Z. Wang, M. Xu, and X. Zhang. 2013. Development and evaluation on a RFID-based traceability system for cattle/beef quality safety in China. Food Control 31 (2):314–25. doi: 10.1016/j.foodcont.2012.10.016.
   Web of Science ®Google Scholar
• Floros, J. D., R. Newsome, W. Fisher, C. G. V. Barbosa, H. Chen, C. P. Dunne, J. B. German, R. L. Hall, D. R. Heldman, M. V. Karwe, et al. 2010. Feeding the world today and tomorrow: The importance of food science and technology. An IFT review. Comprehensive Reviews in Food Science and Food Safety 9 (5):572–99. doi: 10.1111/j.1541-4337.2010.00127.x.
   PubMed Web of Science ®Google Scholar
• Fritz, M., and G. Schiefer. 2009. Tracking, tracing, and business process interests in food commodities: A multi-level decision complexity. International Journal of Production Economics 117 (2):317–29. doi: 10.1016/j.ijpe.2008.10.015.
   Web of Science ®Google Scholar
• Golan, E., B. Krissoff, F. Kuchler, L. Calvin, K. Nelson, G. Price, L. Calvin, E. H. Golan, and B. Krissoff. 2004. Traceability in the U.S. food supply: Economic theory and industry studies. Agricultural Economic Report 3:1–48.
   Google Scholar
• Göransson, M., F. Nilsson, and Å. Jevinger. 2018. Temperature performance and food shelf-life accuracy in cold food supply chains – Insights from multiple field studies. Food Control 86:332–41. doi: 10.1016/j.foodcont.2017.10.029.
   Web of Science ®Google Scholar
• Haleem, A., S. Khan, and M. I. Khan. 2019. Traceability implementation in food supply chain: A grey-DEMATEL approach. Information Processing in Agriculture 6 (3):335–48. doi: 10.1016/j.inpa.2019.01.003.
   Google Scholar
• Hang, L., I. Ullah, and D. H. Kim. 2020. A secure fish farm platform based on blockchain for agriculture data integrity. Computers and Electronics in Agriculture 170:105251. doi: 10.1016/j.compag.2020.105251.
   Web of Science ®Google Scholar
• Heaton, M. P., J. E. Keen, M. L. Clawson, G. P. Harhay, N. Bauer, C. Shultz, B. T. Green, L. Durso, C. G. Chitko-McKown, and W. W. Laegreid. 2005. Use of bovine single nucleotide polymorphism markers to verify sample tracking in beef processing. Journal of the American Veterinary Medical Association 226 (8):1311–4. doi: 10.2460/javma.2005.226.1311.
   PubMed Web of Science ®Google Scholar
• Hirai, Y., M. D. Schrock, D. L. Oard, and T. J. Herrman. 2006. Delivery system of tracing caplets for wheat grain traceability. Applied Engineering in Agriculture 22 (5):747–50. doi: 10.13031/2013.21990.
   Web of Science ®Google Scholar
• Horacek, M., and J. S. Min. 2010. Discrimination of Korean beef from beef of other origin by stable isotope measurements. Food Chemistry 121 (2):517–20. doi: 10.1016/j.foodchem.2009.12.018.
   Web of Science ®Google Scholar
• IMAP. 2010. Food and beverage industry global report 2010. IMAP. https://www.proman.fi/sites/default/files/Food%20&%20beverage%20global%20report%202010_0.pdf
   Google Scholar
• International Food Information Council Foundation. 2010. What is a processed food? You might be surprised! Understanding our food communications tool kit. In Information Handout for the International Food Information Council Foundation September 2010. www.foodinsight.org.
   Google Scholar
• Kamilaris, A., A. Fonts, and F. X. Prenafeta-Boldύ. 2019. The rise of blockchain technology in agriculture and food supply chains. Trends in Food Science & Technology 91:640–52. doi: 10.1016/j.tifs.2019.07.034.
   Web of Science ®Google Scholar
• Karlsen, K. M., K. A. M. Donnelly, and P. Olsen. 2011. Granularity and its importance for traceability in a farmed salmon supply chain. Journal of Food Engineering 102 (1):1–8. doi: 10.1016/j.jfoodeng.2010.06.022.
   Web of Science ®Google Scholar
• Karlsen, K. M., B. Dreyer, P. Olsen, and E. O. Elvevoll. 2012. Granularity and its role in implementation of seafood traceability. Journal of Food Engineering 112 (1–2):78–85. doi: 10.1016/j.jfoodeng.2012.03.025.
   Web of Science ®Google Scholar
• Kemény, Z.,E. Ilie-Zudor,M. Szathmári, andL. Monostori. 2008. TraSer: An open-source solution platform for cross-company transparency in tracking and tracing. IFAC Proceedings Volumes 41 (2):4493–8. doi: 10.3182/20080706-5-KR-1001.00757.
   Google Scholar
• Ketterhagen, W. R., J. S. Curtis, C. R. Wassgren, A. Kong, P. J. Narayan, and B. C. Hancock. 2007. Granular segregation in discharging cylindrical hoppers: A discrete element and experimental study. Chemical Engineering Science 62 (22):6423–39. doi: 10.1016/j.ces.2007.07.052.
   Web of Science ®Google Scholar
• Kim, Y. G., and E. Woo. 2016. Consumer acceptance of a quick response (QR) code for the food traceability system: Application of an extended technology acceptance model (TAM). Food Research International (Ottawa, Ont.) 85:266–72. doi: 10.1016/j.foodres.2016.05.002.
   PubMed Web of Science ®Google Scholar
• Knorr, D., A. Froehling, H. Jaeger, K. Reineke, O. Schlueter, and K. Schoessler. 2011. Emerging technologies in food processing. Annual Review of Food Science and Technology 2:203–35. doi: 10.1146/annurev.food.102308.124129.
   PubMed Web of Science ®Google Scholar
• Kshetri, N. 2018. 1 Blockchain’s roles in meeting key supply chain management objectives. International Journal of Information Management 39:80–9. doi: 10.1016/j.ijinfomgt.2017.12.005.
   Web of Science ®Google Scholar
• Kumar, Y., D. N. Yadav, T. Ahmad, and K. Narsaiah. 2015. Recent trends in the use of natural antioxidants for meat and meat products. Comprehensive Reviews in Food Science and Food Safety 14 (6):796–812. doi: 10.1111/1541-4337.12156.
   Web of Science ®Google Scholar
• Kozlenkova, I. V., G. T. M. Hult, D. J. Lund, J. A. Mena, and P. Kekec. 2015. The role of marketing channels in supply chain management. Journal of Retailing 91 (4):586–609. doi: 10.1016/j.jretai.2015.03.003.
   Web of Science ®Google Scholar
• Kvarnström, B., and B. Bergquist. 2012. Improving traceability in continuous processes using flow simulations. Production Planning & Control 23 (5):396–404. doi: 10.1080/09537287.2011.561813.
   Web of Science ®Google Scholar
• Kvarnström, B., B. Bergquist, and K. Vännman. 2011. RFID to improve traceability in continuous granular flows—An experimental case study. Quality Engineering 23 (4):343–57. doi: 10.1080/08982112.2011.602278.
   Web of Science ®Google Scholar
• Lazzarini, S. G., F. R. Chaddad, and M. L. Cook. 2001. Integrating supply chain and network analyses: The study of netchains. Journal on Chain and Network Science 1 (1):7–22. doi: 10.3920/JCNS2001.x002.
   Google Scholar
• Lee, K. M., P. R. Armstrong, J. A. Thomasson, R. Sui, M. Casada, and T. J. Herrman. 2010. Development and characterization of food-grade tracers for the global grain tracing and recall system. Journal of Agricultural and Food Chemistry 58 (20):10945–57. doi: 10.1021/jf101370k.
   PubMed Web of Science ®Google Scholar
• Li, M., J. Qian, X. Yang, C. Sun, and Z. Ji. 2010. A PDA-based record-keeping and decision-support system for traceability in cucumber production. Computers and Electronics in Agriculture 70 (1):69–77. doi: 10.1016/j.compag.2009.09.009.
   Web of Science ®Google Scholar
• Liang, K., X. Chen, R. He, J. Li, C. Okinda, D. Han, and M. Shen. 2019. Development and parameter optimization of automatic separation and identification equipment for grain tracing systems based on grain tracers with QR codes. Computers and Electronics in Agriculture 162:709–18. doi: 10.1016/j.compag.2019.04.039.
   Web of Science ®Google Scholar
• Liang, K., J. A. Thomasson, K. M. Lee, M. Shen, Y. Ge, and T. J. Herrman. 2012. Printing data matrix code on food-grade tracers for grain traceability. Biosystems Engineering 113 (4):395–401. doi: 10.1016/j.biosystemseng.2012.09.012.
   Web of Science ®Google Scholar
• Lobna, L., and B. Mounir. 2011. A production model to reduce batch dispersion and optimize traceability. 4th International Conference on Logistics, pp. 144–9.
   Google Scholar
• Lupien, J. R. 2005. Food Quality and Safety: Traceability and Labeling. Critical Reviews in Food Science and Nutrition 45 (2):119–23. doi: 10.1080/10408690490911774.
   PubMed Web of Science ®Google Scholar
• Luvisi, A., A. Panattoni, R. Bandinelli, E. Rinaldelli, M. Pagano, and E. Triolo. 2012. Ultra-high frequency transponders in grapevine: A tool for traceability of plants and treatments in viticulture. Biosystems Engineering 113 (2):129–39. doi: 10.1016/j.biosystemseng.2012.06.015.
   Web of Science ®Google Scholar
• Mainetti, L., L. Patrono, M. L. Stefanizzi, and R. Vergallo. 2013. An innovative and low-cost gapless traceability system of fresh vegetable products using RF technologies and EPCglobal standard. Computers and Electronics in Agriculture 98:146–57. doi: 10.1016/j.compag.2013.07.015.
   Web of Science ®Google Scholar
• Maiyar, L. M., and J. J. Thakkar. 2019. Environmentally conscious logistics planning for food grain industry considering wastages employing multi objective hybrid particle swarm optimization. Transportation Research Part E: Logistics and Transportation Review 127:220–48. doi: 10.1016/j.tre.2019.05.006.
   Web of Science ®Google Scholar
• Marchante, P. A., M. A. Alvarez, M. Trebar, and P. Filippin. 2014. Advanced traceability system in aquaculture supply chain. Journal of Food Engineering 122:99–109. doi: 10.1016/j.jfoodeng.2013.09.007.
   Web of Science ®Google Scholar
• Mattevi, M., and J. A. Jones. 2016. Traceability in the food supply chain: Awareness and attitudes of UK Small and Medium-sized Enterprises. Food Control 64:120–7. doi: 10.1016/j.foodcont.2015.12.014.
   Web of Science ®Google Scholar
• McEntire, J. C., S. Arens, M. Bernstein, B. Bugusu, F. F. Busta, M. B. Cole, A. Davis, W. Fisher, S. Geisert, H. Jensen, et al. 2010. Traceability (Product Tracing) in Food Systems: An IFT Report Submitted to the FDA, Volume 1: Technical Aspects and Recommendations. Comprehensive Reviews in Food Science & Food Safety 9:92–158.
   PubMed Web of Science ®Google Scholar
• Meat Trade News Daily. 2012. IdentiGEN's DNA TraceBack allows the food industry to trace whole muscle cuts from the grocery store shelf to the individual animal. http://www.meattradenewsdaily.co.uk/news/180412/canada___dna_and_traceability_.aspx
   Google Scholar
• Mgonja, J. T., P. Luning, and J. G. A. J. Vorst. 2013. Diagnostic model for assessing traceability system performance in fish processing plants. Journal of Food Engineering 118 (2):188–97. doi: 10.1016/j.jfoodeng.2013.04.009.
   Web of Science ®Google Scholar
• Miclotte, L., and T. Van de Wiele. 2020. Food processing, gut microbiota and the globesity problem. Critical Reviews in Food Science and Nutrition 60 (11):1769–82. doi: 10.1080/10408398.2019.1596878.
   PubMed Web of Science ®Google Scholar
• Moe, T. 1998. Perspectives on traceability in food manufacture. Trends in Food Science & Technology 9 (5):211–4. doi: 10.1016/S0924-2244(98)00037-5.
   Web of Science ®Google Scholar
• Olsen, P., and M. Aschan. 2010. Reference method for analyzing material flow, information flow and information loss in food supply chains. Trends in Food Science & Technology 21:313–20.
   Web of Science ®Google Scholar
• Olsen, P., and M. Borit. 2013. How to define traceability. Trends in Food Science & Technology 29 (2):142–50. doi: 10.1016/j.tifs.2012.10.003.
   Web of Science ®Google Scholar
• Olsen, P., and M. Borit. 2018. The components of a food traceability system. Trends in Food Science & Technology 77:143–9. doi: 10.1016/j.tifs.2018.05.004.
   Web of Science ®Google Scholar
• Pádua, I., A. Moreira, P. Moreira, M. D. V. Filipa, and R. Barros. 2019. Impact of the regulation (EU) 1169/2011: Allergen-related recalls in the rapid alert system for food and feed (RASFF) portal. Food Control 98:389–98. doi: 10.1016/j.foodcont.2018.11.051.
   Web of Science ®Google Scholar
• Pearson, S., D. May, G. Leontidis, M. Swainson, S. Brewer, L. Bidaut, J. G. Frey, G. Parr, R. Maull, and A. Zisman. 2019. Are distributed ledger technologies the panacea for food traceability? Global Food Security 20:145–9. doi: 10.1016/j.gfs.2019.02.002.
   Google Scholar
• Perini, M., F. Camin, L. Bontempo, A. Rossmann, and E. Piasentier. 2009. Multielement (H, C, N, O, S) stable isotope characteristics of lamb meat from different Italian regions. Rapid Communications in Mass Spectrometry: RCM 23 (16):2573–85. doi: 10.1002/rcm.4140.
   PubMed Web of Science ®Google Scholar
• Pierini, G. D., D. D. S. Fernandes, P. H. G. D. Diniz, M. C. U. de Araújo, M. S. Di Nezio, and M. E. Centurión. 2016. A digital image-based traceability tool of the geographical origins of Argentine propolis. Microchemical Journal 128:62–7. doi: 10.1016/j.microc.2016.04.015.
   Web of Science ®Google Scholar
• Pollard, S., H. Namazi, and R. Khaksar. 2019. Big data applications in food safety and quality. In Encyclopedia of food chemistry, eds. F. Shahidi, P. Varelis, and L. Melton, 356–63. New York, NY: Elsevier.
   Google Scholar
• Porter, M. E., and V. E. Millar. 1985. How information gives you competitive advantage. Harvard Business Review 63:149–160.
   Web of Science ®Google Scholar
• Porto, S. M. C., C. Arcidiacono, and G. Cascone. 2011. Developing integrated computer-based information systems for certified plant traceability: Case study of Italian citrus-plant nursery chain. Biosystems Engineering 109 (2):120–9. doi: 10.1016/j.biosystemseng.2011.02.008.
   Web of Science ®Google Scholar
• Qian, J., B. Fan, X. Wu, S. Han, S. Liu, and X. Yang. 2017. Comprehensive and quantifiable granularity: A novel model to measure agro-food traceability. Food Control 74:98–106. doi: 10.1016/j.foodcont.2016.11.034.
   Web of Science ®Google Scholar
• Qian, J., L. Ruiz-Garcia, B. Fan, J. I. R. Villalba, U. McCarthy, B. Zhang, Q. Yu, and W. Wu. 2020. Food traceability system from governmental, corporate, and consumer perspectives in the European Union and China: A comparative review. Trends in Food Science & Technology 99:402–12. doi: 10.1016/j.tifs.2020.03.
   Web of Science ®Google Scholar
• Qian, J., C. Shi, S. Wang, Y. Song, B. Fan, and X. Wu. 2018. Cloud-based system for rational use of pesticide to guarantee the source safety of traceable vegetables. Food Control 87:192–202. doi: 10.1016/j.foodcont.2017.12.015.
   Web of Science ®Google Scholar
• Qian, J., X. Yang, X. Wu, B. Xing, B. Wu, and M. Li. 2015. Farm and environment information bidirectional acquisition system with individual tree identification using smartphones for orchard precision management. Computers and Electronics in Agriculture 116:101–8. doi: 10.1016/j.compag.2015.06.003.
   Web of Science ®Google Scholar
• Qian, J., X. Yang, X. Wu, L. Zhao, B. Fan, and B. Xing. 2012. A traceability system incorporating 2D barcode and RFID technology for wheat flour mills. Computers and Electronics in Agriculture 89:76–85. doi: 10.1016/j.compag.2012.08.004.
   Web of Science ®Google Scholar
• Rahman, A. A., H. B. Singhry, M. H. Hanafiah, and M. Abdul. 2017. Influence of perceived benefits and traceability system on the readiness for Halal Assurance System implementation among food manufacturers. Food Control 73:1318–26. doi: 10.1016/j.foodcont.2016.10.058.
   Web of Science ®Google Scholar
• Regattieri, A., M. Gamberi, and R. Manzini. 2007. Traceability of food products: General framework and experimental evidence. Journal of Food Engineering 81 (2):347–56. doi: 10.1016/j.jfoodeng.2006.10.032.
   Web of Science ®Google Scholar
• Reyes, J. F., C. Correa, W. Esquivel, and R. Ortega. 2012. Development and field testing of a data acquisition system to assess the quality of spraying in fruit orchards. Computers and Electronics in Agriculture 84:62–7. doi: 10.1016/j.compag.2012.02.018.
   Web of Science ®Google Scholar
• Riden, C. P., and A. F. Bollen. 2007. Agricultural supply system traceability, Part II: Implications of packhouse processing transformations. Biosystems Engineering 98 (4):401–10. doi: 10.1016/j.biosystemseng.2007.07.004.
   Web of Science ®Google Scholar
• Rodríguez-Ramírez, R., A. Arana, L. Alfonso, A. F. González-Córdova, G. Torrescano, I. Guerrero Legarreta, and B. Vallejo-Cordoba. 2011. Molecular traceability of beef from synthetic Mexican bovine breeds. Genetics and Molecular Research: GMR 10 (4):2358–65. doi: 10.4238/2011.October.6.1.
   PubMed Web of Science ®Google Scholar
• Rodriguez-Salvador, B., and D. C. Dopico. 2020. Understanding the value of traceability of fishery products from a consumer perspective. Food Control 112:107142. doi: 10.1016/j.foodcont.2020.107142.
   Web of Science ®Google Scholar
• Roth, A. V., A. A. Tsay, M. E. Pullman, and J. V. Gray. 2008. Unraveling the food supply chain: Strategic insights from China and the 2007 recalls. The Journal of Supply Chain Management 44 (1):22–39. doi: 10.1111/j.1745-493X.2008.00043.x.
   Web of Science ®Google Scholar
• Sánchez-Moreno, C., B. de Ancos, L. Plaza, P. Elez-Martínez, and M. P. Cano. 2009. Nutritional approaches and health-related properties of plant foods processed by high pressure and pulsed electric fields. Critical Reviews in Food Science and Nutrition 49 (6):552–76. doi: 10.1080/10408390802145526.
   PubMed Web of Science ®Google Scholar
• Sardina, M. T., L. Tortorici, S. Mastrangelo, R. D. Gerlando, M. Tolone, and B. Portolano. 2015. Application of microsatellite markers as potential tools for traceability of Girgentana goat breed dairy products. Food Research International (Ottawa, Ont.) 74:115–22. doi: 10.1016/j.foodres.2015.04.038.
   PubMed Web of Science ®Google Scholar
• Scholten, H., C. N. Verdouw, A. Beulens, and J. G. A. J. Vorst. 2016. Defining and analyzing traceability systems in food supply chains. In Advances in food traceability techniques and technologies, eds. 9–33. Cambridge, UK: Woodhead Publishing.
   Google Scholar
• Schwägele, F. 2005. Traceability from a European perspective. Meat Science 71 (1):164–73. doi: 10.1016/j.meatsci.2005.03.002.
   PubMed Web of Science ®Google Scholar
• Shackell, G. H. 2008. Traceability in the meat industry - the farm to plate continuum. International Journal of Food Science & Technology 43 (12):2134–42. doi: 10.1111/j.1365-2621.2008.01812.x.
   Web of Science ®Google Scholar
• Shackell, G. H., H. C. Mathias, V. M. Cave, and K. G. Dodds. 2005. Evaluation of microsatellites as a potential tool for product tracing of ground beef mixtures. Meat Science 70 (2):337–45. doi: 10.1016/j.meatsci.2005.01.020.
   PubMed Web of Science ®Google Scholar
• Silva, V. L., and N. Sanjuán. 2019. Opening up the black box: A systematic literature review of life cycle assessment in alternative food processing technologies. Journal of Food Engineering 250:33–45. doi: 10.1016/j.jfoodeng.2019.01.010.
   Web of Science ®Google Scholar
• Skoglund, T., and P. Dejmek. 2007. Fuzzy traceability: A process simulation derived extension of the traceability concept in continuous food processing. Food and Bioproducts Processing 85 (4):354–9. doi: 10.1205/fbp07044.
   Google Scholar
• Steinberger, G., M. Rothmund, and H. Auernhammer. 2009. Mobile farm equipment as a data source in an agricultural service architecture. Computers and Electronics in Agriculture 65 (2):238–46. doi: 10.1016/j.compag.2008.10.005.
   Web of Science ®Google Scholar
• Sun, S., and X. Wang. 2019. Promoting traceability for food supply chain with certification. Journal of Cleaner Production 217:658–65. doi: 10.1016/j.jclepro.2019.01.296.
   Web of Science ®Google Scholar
• Tama, B. A., B. J. Kweka, Y. Park, and K. H. Rhee. 2017. A critical review of blockchain and its current applications. 2017 International Conference on Electrical Engineering and Computer Science (ICECOS), 109–13. doi: 10.1109/ICECOS.2017.8167115.
   Google Scholar
• Tamayo, S., T. Monteiro, and N. Sauer. 2009. Deliveries optimization by exploiting production traceability information. Engineering Applications of Artificial Intelligence 22 (4–5):557–68. doi: 10.1016/j.engappai.2009.02.007.
   Web of Science ®Google Scholar
• Tamplin, M. L. 2018. Integrating predictive models and sensors to manage food stability in supply chains. Food Microbiology 75:90–4. doi: 10.1016/j.fm.2017.12.001.
   PubMed Web of Science ®Google Scholar
• Tao, Y., and D. W. Sun. 2015. Enhancement of food processes by ultrasound: A review. Critical Reviews in Food Science and Nutrition 55 (4):570–94. doi: 10.1080/10408398.2012.667849.
   PubMed Web of Science ®Google Scholar
• Thakur, M., B. J. Martens, and C. R. Hurburgh. 2011. Data modeling to facilitate internal traceability at a grain elevator. Computers and Electronics in Agriculture 75 (2):327–36. doi: 10.1016/j.compag.2010.12.010.
   Web of Science ®Google Scholar
• Thakur, M., G. M. Tveit, G. Vevle, and T. Yurt. 2020. A framework for traceability of hides for improved supply chain coordination. Computers and Electronics in Agriculture 174:105478. doi: 10.1016/j.compag.2020.105478.
   Web of Science ®Google Scholar
• Van der Spiegel, M., P. Sterrenburg, W. Haasnoot, and K. H. J. Fels. 2013. Towards a decision support system for control of multiple food safety hazards in raw milk production. Trends in Food Science & Technology 34 (2):137–45. doi: 10.1016/j.tifs.2013.10.001.
   Web of Science ®Google Scholar
• Van Puyvelde, D. R. 2006. Simulating the mixing and segregation of solids in the transverse section of a rotating kiln. Powder Technology 164 (1):1–12. doi: 10.1016/j.powtec.2005.12.017.
   Web of Science ®Google Scholar
• Wales, C., M. Harvey, and A. Warde. 2006. Recuperating from BSE: The shifting UK institutional basis for trust in food. Appetite 47 (2):187–95. doi: 10.1016/j.appet.2006.05.007.
   PubMed Web of Science ®Google Scholar
• Wang, S. S., C. J. Zhao, J. P. Qian, B. G. Wu, D. Chen, and Y. Song. 2018. Bill of lots combined with Petri tracing model improving traceability of wheat flour processing. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE) 34:263–71.
   Google Scholar
• Weaver, C. M., J. Dwyer, V. L. Fulgoni, J. C. King, G. A. Leveille, R. S. MacDonald, J. Ordovas, and D. Schnakenberg. 2014. Processed foods: contributions to nutrition. The American Journal of Clinical Nutrition 99 (6):1525–42. doi: 10.3945/ajcn.114.089284.
   PubMed Web of Science ®Google Scholar
• Webster, F. E. 1992. The changing-role of marketing in the corporation. Journal of Marketing 56 (4):1–17. doi: 10.2307/1251983.
   Web of Science ®Google Scholar
• Wible, B., J. Mervis, and N. S. Wigginton. 2014. The global supply chain. Rethinking the global supply chain. Introduction. Science (New York, N.Y.) 344 (6188):1100–3. doi: 10.1126/science.344.6188.1100.
   PubMed Web of Science ®Google Scholar
• Wiersinga, R. C., S. R. C. H. Hiller, K. L. Zimmermann, C. N. Verdouw, and I. A. V. D. Lans. 2010. Consumer driven and innovative fruit supply chains. In Towards effective food chains – Models and applications, eds. J. Trienekens, J. Top, J. V. D. Vorst, and A. Beulens, 113–33. Wageningen, the Netherlands: Wageningen Academic Publishers.
   Google Scholar
• Wu, Y. N., and J. S. Chen. 2018. Food safety monitoring and surveillance in China: Past, present and future. Food Control 90:429–39. doi: 10.1016/j.foodcont.2018.03.009.
   Web of Science ®Google Scholar
• Xing, B., X. X. Liu, J. P. Qian, J. Wang, and X. M. Wu. 2015. Establishment of materials batch mixing optimization model for traceability of fresh-cuts fruits and vegetables processing. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE) 31:309–14.
   Google Scholar
• Yan, S., L. Zhang, R. Mao, H. Zhu, and Y. Li. 2016. Assessment of genetic diversity and population differentiation of Achyranthes bidentata (Amaranthaceae) in Dao Di and its surrounding region based on microsatellite markers. Biochemical Systematics and Ecology 69:27–32. doi: 10.1016/j.bse.2016.08.008.
   Web of Science ®Google Scholar
• Yang, X., J. Qian, J. Li, Z. Ji, B. Fan, B. Xing, and W. Li. 2016. A real-time agro-food authentication and supervision system on a novel code for improving traceability credibility. Food Control 66:17–26. doi: 10.1016/j.foodcont.2016.01.032.
   Web of Science ®Google Scholar
• Zhang, C., J. Bai, and T. I. Wahl. 2012. Consumers' willingness to pay for traceable pork, milk, and cooking oil in Nanjing, China. Food Control 27 (1):21–8. doi: 10.1016/j.foodcont.2012.03.001.
   Web of Science ®Google Scholar
• Zhao, H., F. Wang, and Q. Yang. 2020. Origin traceability of peanut kernels based on multi-element fingerprinting combined with multivariate data analysis. Journal of the Science of Food and Agriculture 100 (10):4040–8. doi: 10.1002/jsfa.10449.
   PubMed Web of Science ®Google Scholar
• Zhao, S., Y. Zhao, K. M. Rogers, G. Chen, A. Chen, and S. Yang. 2020. Application of multi-element (C, N, H, O) stable isotope ratio analysis for the traceability of milk samples from China. Food Chemistry 310:125826. doi: 10.1016/j.foodchem.2019.125826.
   PubMed Web of Science ®Google Scholar
• Zhao, Y., B. Zhang, G. Chen, A. Chen, S. Yang, and Z. Ye. 2014. Recent developments in application of stable isotope analysis on agro-product authenticity and traceability. Food Chem 145:300–5. doi: 10.1016/j.foodchem.2013.08.062.
   PubMed Web of Science ®Google Scholar