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Research Articles

Theoretical framework of agricultural precision management based on the smart supply chain: evidence from China

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Pages 394-415 | Received 03 Feb 2021, Accepted 08 Jun 2022, Published online: 21 Jun 2022

References

  • Akkaya, D., K. Bimpikis, and H. Lee. 2020. “Government Interventions to Promote Agricultural Innovation.” Manufacturing & Service Operations Management 23: 437–452. doi:10.1287/msom.2019.0834.
  • Akkerman, R., P. Farahani, and M. Grunow. 2010. “Quality, Safety and Sustainability in Food Distribution: A Review of Quantitative Operations Management Approaches and Challenges.” Or Spectrum 32 (4): 863–904. doi:10.1007/s00291-010-0223-2.
  • Alizamir, S., F. Iravani, and H. Mamani. 2019. “An Analysis of Price vs. revenue Protection: Government Subsidies in the Agriculture Industry.” Management Science 65 (1): 32–49. doi:10.1287/mnsc.2017.2927.
  • Allaoui, H., Y. H. Guo, A. Choudhary, and J. Bloemhof. 2018. “Sustainable Agro-Food Supply Chain Design Using Two-Stage Hybrid Multi-Objective Decision-Making Approach.” Computers & Operations Research 89: 369–384. doi:10.1016/j.cor.2016.10.01.
  • Balafoutis, Athanasios., Bert. Beck, Spyros. Fountas, Jurgen. Vangeyte, Tamme. Wal, Iria. Soto, Manuel. Gómez-Barbero, Andrew. Barnes, and Vera. Eory. 2017. “Precision Agriculture Technologies Positively Contributing to GHG Emissions Mitigation, Farm Productivity and Economics.” Sustainability 9 (8): 1339. doi:10.3390/su9081339.
  • Balogh, P., A. Bai, I. Czibere, I. Kovach, L. Fodor, A. Bujdos, D. Sulyok, Z. Gabnai, and Z. Birkner. 2021. “Economic and Social Barriers of Precision Farming in Hungary.” Agronomy 11 (6): 1112. doi:10.3390/agronomy11061112.
  • Bhatnagar, Vaibhav., Ramesh C. Poonia, and Surendra. Sunda. 2019. “State of the Art and Gap Analysis of Precision Agriculture: A Case Study of Indian Farmers.” International Journal of Agricultural and Environmental Information Systems 10 (3): 72–92. doi:10.4018/IJAEIS.2019070105.
  • Björnberg, K. E., E. Jonas, H. Marstorp, and P. Tidåker. 2015. “The Role of Biotechnology in Sustainable Agriculture: views and Perceptions among Key Actors in the Swedish Food Supply Chain.” Sustainability 7 (6): 7512–7529. doi:10.3390/su7067512.
  • Brown, R. M., C. R. Dillon, J. Schieffer, and J. M. Shockley. 2016. “The Carbon Footprint and Economic Impact of Precision Agriculture Technology on a Corn and Soybean Farm.” Journal of Environmental Economics and Policy 5 (3): 335–348. doi:10.1080/21606544.2015.1090932.
  • Ceron-Munoz, M., and D. Barrios. 2019. “Precision Agriculture: A Contribution to Agribusiness Management from Modeling.” Revista Colombiana DE Ciencias Pecuarias 32: 7–13.
  • Chadegani, A. A., H. Salehi, M. M. Yunus, H. Farhadi, M. Fooladi, M. Farhadi, and N. A. Ebrahim. 2013. “A Comparison between Two Main Academic Literature Collections: Web of Science and Scopus Databases.” Asian Social Science 9 (5):18–26. doi:10.5539/ass.v9n5p18.
  • Chapin, F. S., P. A. Matson, and P. M. Vitousek. 2011. Principles of Terrestrial Ecosystem Ecology. New York: Springer. doi:10.1007/978144199504-9.
  • Cisternas, I., I. Velasquez, A. Caro, and A. Rodriguez. 2020. “Systematic Literature Review of Implementations of Precision Agriculture.” Computers and Electronics in Agriculture 176: 105626. doi:10.1016/j.compag.2020.105626.
  • Demestichas, K., and E. Daskalakis. 2020. “Data Lifecycle Management in Precision Agriculture Supported by Information and Communication Technology.” Agronomy 10 (11): 1648. doi:10.3390/agronomy10111648.
  • Despoudi, S., G. Papaioannou, and S. Dani. 2020. “Producers Responding to Environmental Turbulence in the Greek Agricultural Supply Chain: Does Buyer Type Matter?” Production Planning & Contol 32: 1223–1236. doi:10.1080/09537287.2020.1796138.
  • Eisenhardt, K. M. 1989. “Building Theories from Case Study Research.” The Academy of Management Review 14 (4): 532–550. doi:10.2307/258557.
  • Eisenhardt, K. M., and M. E. Graebner. 2007. “Theory Building from Cases: Opportunities and Challenges.” Academy of Management Journal 50 (1): 25–32. doi:10.5465/amj.2007.24160888.
  • Elkington, J. 1998. “Partnerships from Cannibals with Forks: The Triple Bottom Line of 21st-Century Business.” Environmental Quality Management 8 (1): 37–51. doi:10.1002/tqem.3310080106.
  • Fecke, W., M. Danne, and O. Musshoff. 2018. “E-Commerce in agriculture - The Case of Crop Protection Product Purchases in a Discrete Choice Experiment.” Computers and Electronics in Agriculture 151: 126–135. doi:10.1016/j.compag.2018.05.032.
  • Finger, R., S. M. Swinton, N. El. Benni, and A. Walter. 2019. “Precision Farming at the Nexus of Agricultural Production and the Environment.” Annual Review of Resource Economics 11 (1): 313–335. doi:10.1146/annurev-resource-100518-093929.
  • Gebbers, R., and V. I. Adamchuk. 2010. “Precision Agriculture and Food Security.” Science (New York, N.Y.) 327 (5967): 828–831.
  • Govindan, K. 2018. “Sustainable Consumption and Production in the Food Supply Chain: A Conceptual Framework.” International Journal of Production Economics 195: 419–431. doi:10.1016/j.ijpe.2017.03.003.
  • Grimm, J. H., J. S. Hofstetter, and J. Sarkis. 2014. “Critical Factors for Sub-Supplier Management: A Sustainable Food Supply Chains Perspective.” International Journal of Production Economics 152: 159–173. doi:10.1016/j.ijpe.2013.12.011.
  • Groeneveld, D., B. Tekinerdogan, V. Garousi, and C. Catal. 2021. “A Domain-Specific Language Framework for Farm Management Information Systems in Precision Agriculture.” Precision Agriculture 22 (4): 1067–1106. doi:10.1007/s11119-020-09770-y.
  • Hounkonnou, D., J. Brouwers, A. Van Huis, J. Jiggins, D. Kossou, N. Röling, O. Sakyi-Dawson, and M. Traoré. 2018. “Triggering Regime Change: A Comparative Analysis of the Performance of Innovation Platforms That Attempted to Change the Institutional Context for Nine Agricultural Domains in West Africa.” Agricultural Systems 165: 296–309. doi:10.1016/j.agsy.2016.08.009.
  • Huang, J., and G. Yang. 2017. “Understanding Recent Challenges and New Food Policy in China.” Global Food Security 12: 119–126. doi:10.1016/j.gfs.2016.10.002.
  • Huang, Q., X. Fan, S. Tang, M. Zhang, X. Huang, Q. Yi, Y. Pang, and J. Huang. 2019. “Seasonal Differences in N Release Dynamic of Controlled-Released Urea in Paddy Field and Its Impact on the Growth of Rice under Double Rice Cropping System.” Soil and Tillage Research 195: 104371. doi:10.1016/j.still.2019.104371.
  • Huang, Y., S. J. Thomson, W. C. Hoffmann, Y. Lan, and B. K. Fritz. 2013. “Development and Prospect of Unmanned Aerial Vehicle Technologies for Agricultural Production Management.” International Journal of Agricultural and Biological Engineering 6 (3): 1–10.
  • Huang, Y., Z. Chen, T. Yu, X. Huang, and X. Gu. 2018. “Agricultural Remote Sensing Big Data: Management and Applications.” Journal of Integrative Agriculture 17 (9): 1915–1931. doi:10.1016/S2095-3119(17)61859-8.
  • Iagaru, P., P. Pavel, and R. Iagaru. 2019. “Implementation of the Concept Agriculture of Precision a Way to Improve the Management of Agricultural Enterprises.” Scientific Papers-Series Management Economic Engineering in Agriculture and Rural Development 19 (1): 229–234.
  • Jawad, H. M., R. Nordin, S. K. Gharghan, A. M. Jawad, and M. Ismail. 2017. “Energy-Efficient Wireless Sensor Networks for Precision Agriculture: A Review.” Sensors 17 (8): 1781. doi:10.3390/s17081781.
  • Jia, F., L. Zuluaga-Cardona, A. Bailey, and X. Rueda. 2018. “Sustainable Supply Chain Management in Developing Countries: An Analysis of the Literature.” Journal of Cleaner Production 189: 263–278. doi:10.1016/j.jclepro.2018.03.248.
  • Hobbs, J. E. 2016. “Dimension of Competitiveness: lessons of the Danish Pork Industry.” Current Agriculture Food and Resource Issue (2): 1–11.
  • Kamble, S. S., A. Gunasekaran, and S. A. Gawankar. 2018. “Sustainable Industry 4.0 Framework: A Systematic Literature Review Identifying the Current Trends and Future Perspectives.” Process Safety and Environmental Protection 117: 408–425. doi:10.1016/j.psep.2018.05.009.
  • Kamble, S. S., A. Gunasekaran, and S. A. Gawankar. 2020. “Achieving Sustainable Performance in a Data-Driven Agriculture Supply Chain: A Review for Research and Applications.” International Journal of Production Economics 219: 179–194. doi:10.1016/j.ijpe.2019.05.022.
  • Kelemen, A., G. E. Marginean, and L. Vidu. 2016. “Practical and Theoretical Aspects regarding the Precision Dairy Farming Concept in Romania.” Scientific Papers-Series D-Animal Science 59: 210–217.
  • Kendall, H., P. Naughton, B. Clark, J. Taylor, Z. Li, C. Zhao, G. Yang, J. Chen, and L. J. Frewer. 2017. “Precision Agriculture in China: exploring Awareness, Understanding, Attitudes and Perceptions of Agricultural Experts and End-Users in China.” Advances in Animal Biosciences 8 (2): 703–707. doi:10.1017/S2040470017001066.
  • Koutsos, T., and G. Menexes. 2019. “Economic, Agronomic, and Environmental Benefits from the Adoption of Precision Agriculture Technologies: A Systematic Review.” International Journal of Agricultural and Environmental Information Systems 10 (1): 40–56. doi:10.4018/IJAEIS.2019010103.
  • Kutter, T., S. Tiemann, R. Siebert, and S. Fountas. 2011. “The Role of Communication and co-Operation in the Adoption of Precision Farming.” Precision Agriculture 12 (1): 2–17. doi:10.1007/s11119-009-9150-0.
  • Lan, Y., S. Chen, and B. K. Fritz. 2017. “Current Status and Future Trends of Precision Agricultural Aviation Technologies.” International Journal of Agricultural and Biological Engineering 10 (3): 1–17.
  • Lele, U., and S. Goswami. 2020. “Agricultural Policy Reforms: Roles of Markets and States in China and India.” Global Food Security 26: 100371. doi:10.1016/j.gfs.2020.100371.
  • Li, M., and S. Chung. 2015. “Special Issue on Precision Agriculture.” Computers and Electronics in Agriculture 112: 1. doi:10.1016/j.compag.2015.03.014.
  • Li, Z., J. Taylor, L. Frewer, C. Zhao, G. Yang, Z. Liu, and C. Yu. 2019. “A Comparative Review on the State and Advancement of Site-Specific Crop Management in the UK and China.” Frontiers Agricultural Science and Engineering 6: 1–21. doi:10.15302/J-FASE-2018240.
  • Lindblom, J., C. Lundstrom, M. Ljung, and A. Jonsson. 2017. “Promoting Sustainable Intensification in Precision Agriculture: review of Decision Support Systems Development and Strategies.” Precision Agriculture 18 (3): 309–331. doi:10.1007/s11119-016-9491-4.
  • Liu, H., J. Zhang, C. Zhou, and Y. Ru. 2018. “Optimal Purchase and Inventory Retrieval Policies for Perishable Seasonal Agricultural Products.” Omega 79: 133–145. doi:10.1016/j.omega.2017.08.006.
  • Liu, W., Y. Liang, X. Bao, J. Qin, and M. K. Lim. 2020. “China’s Logistics Development Trends in the Post COVID-19 Era.” International Journal of Logistics Research and Applications 25: 965–976. doi:10.1080/13675567.2020.1837760.
  • Liu, W., W. Wei, T. M. Choi, and X. Yan. 2022. “Impacts of Leadership on Corporate Social Responsibility Management in Multi-Tier Supply Chains.” European Journal of Operational Research 299 (2): 483–496. doi:10.1016/j.ejor.2021.06.042.
  • Luthra, S., S. K. Mangla, F. T. Chan, and V. G. Venkatesh. 2018. “Evaluating the Drivers to Information and Communication Technology for Effective Sustainability Initiatives in Supply Chains.” International Journal of Information Technology & Decision Making 17 (01): 311–338. doi:10.1142/S0219622017500419.
  • Mark, T. B., T. Griffin, and B. E. Whitacre. 2016. “The Role of Wireless Broadband Connectivity on ‘Big Data’ and the Agricultural Industry in the United States and Australia.” International Food and Agribusiness Management Review 19 (A): 43–56.
  • McConnell, M. D. 2019. “Bridging the Gap between Conservation Delivery and Economics with Precision Agriculture.” Wildlife Society Bulletin 43 (3): 391–397. doi:10.1002/wsb.995.
  • Medici, M., S. M. Pedersen, M. Canavari, T. Anken, P. Stamatelopoulos, Z. Tsiropoulos, A. Zotos, and G. Tohidloo. 2021. “A Web-Tool for Calculating the Economic Performance of Precision Agriculture Technology.” Computers and Electronics in Agriculture 181: 105930. doi:10.1016/j.compag.2020.105930.
  • Miranda-Ackerman, M. A., C. Azzaro-Pantel, and A. A. Aguilar-Lasserre. 2017. “A Green Supply Chain Network Design Framework for the Processed Food Industry: application to the Orange Juice Agrofood Cluster.” Computers & Industrial Engineering 109: 369–389. doi:10.1016/j.cie.2017.04.031.
  • Moazzam, M., P. Akhtar, E. Garnevska, and N. E. Marr. 2018. “Measuring Agri-Food Supply Chain Performance and Risk through a New Analytical Framework: A Case Study of New Zealand Dairy.” Production Planning & Control 29 (15): 1258–1124. doi:10.1080/09537287.2018.1522847.
  • Mohsin, A., Q. Shen, X. Wang, and X. Zhang. 2018. “A Ranking Method for User Recommendation Based on Fuzzy Preference Relations in the Nature Reserve of Dangshan Pear Germplasm Resources.” Information 9 (11): 291. doi:10.3390/info9110291.
  • Monteiro, A., S. Santos, and P. Goncalves. 2021. “Precision Agriculture for Crop and Livestock Farming-Brief Review.” Animals 11 (8): 2345. doi:10.3390/ani11082345.
  • Najafabadi, M. O., S. J. F. Hosseini, and S. Bahramnejad. 2011. “A Bayesian Confirmatory Factor Analysis of Precision Agricultural Challenges.” African Journal of Agricultural Research 6 (5): 1219–1225.
  • Network, G. F. 2012. “World Footprint: Do We Fit on the Planet.” http://www.footprintnetwork.org/en/index.php/GFN/page/world_footprint
  • O’Hara, J. K., and S. A. Low. 2020. “Online Sales: A Direct Marketing Opportunity for Rural Farms.” Journal of Agricultural and Applied Economics 52 (2): 222–239. doi:10.1017/aae.2019.44.
  • Onyango, C. M., J. M. Nyaga, J. Wetterlind, M. Soderstrom, and K. Piikki. 2021. “Precision Agriculture for Resource Use Efficiency in Smallholder Farming Systems in Sub-Saharan Africa: A Systematic Review.” Sustainability 13 (3): 1158. doi:10.3390/su13031158.
  • Paustian, M., and L. Theuvsen. 2017. “Adoption of Precision Agriculture Technologies by German Crop Farmers.” Precision Agriculture 18 (5): 701–716. doi:10.1007/s11119-016-9482-5.
  • Saguy, I. S., R. P. Singh, T. Johnson, P. J. Fryer, and S. K. Sastry. 2013. “Challenges Facing Food Engineering.” Journal of Food Engineering 119 (2): 332–342. doi:10.1016/j.jfoodeng.2013.05.031.
  • Schieffer, J., and C. Dillon. 2015. “The Economic and Environmental Impacts of Precision Agriculture and Interactions with Agro-Environmental Policy.” Precision Agriculture 16 (1): 46–61. doi:10.1007/s11119-014-9382-5.
  • Schimmelpfennig, D. 2018. “Crop Production Costs, Profits, and Ecosystem Stewardship with Precision Agriculture.” Journal of Agricultural and Applied Economics 50 (1): 81–103. doi:10.1017/aae.2017.23.
  • Schimmelpfennig, D., and R. Ebel. 2016. “Sequential Adoption and Cost Savings from Precision Agriculture.” Journal of Agricultural and Resource Economics 41 (1): 97–115.
  • Schut, M., J. J. Cadilhon, M. Misiko, and I. Dror. 2018. “Do Mature Innovation Platforms Make a Difference in Agricultural Research for Development? A Meta-Analysis of Case-Studies.” Experimental Agriculture 54 (1): 96–24. doi:10.1017/S0014479716000752.
  • Sharma, R., S. S. Kamble, and A. Gunasekaran. 2018. “Big GIS Analytics Framework for Agriculture Supply Chains: A Literature Review Identifying the Current Trends and Future Perspectives.” Computers and Electronics in Agriculture 155: 103–120. doi:10.1016/j.compag.2018.10.001.
  • Shepherd, M., J. A.Turner, B. Small, and D. Wheeler. 2020. “Priorities for Science to Overcome Hurdles Thwarting the Full Promise of the ‘digital Agriculture’ Revolution.” Journal of the Science of Food and Agriculture 100 (14): 5083–5092. doi:10.1002/jsfa.9346.
  • Shruthi, K., G. M. Hiremath, A. T. Joshi, and S. S. Patil. 2018. “An Economic Analysis of Precision Agriculture-A Case Study of Paddy in North Eastern Karnataka.” Indian Journal of Economics and Development 14 (2): 274–280. doi:10.5958/2322-0430.2018.00130.0.
  • Talebpour, B., U. Turker, and U. Yegul. 2015. “The Role of Precision Agriculture in the Promotion of Food Security.” International Journal of Agricultural and Food Research 4 (1): 1–23. doi:10.24102/ijafr.v4i1.472.
  • Tamirat, T. W., S. M. Pedersen, and K. M. Lind. 2018. “Farm and Operator Characteristics Affecting Adoption of Precision Agriculture in Denmark and Germany.” Acta Agriculture Scandinavica Section B-Soil and Plant Science 68 (4): 349–357.
  • Tang, Y., S. Dananjayan, C. Hou, Q. Guo, S. Luo, and Y. He. 2021. “A Survey on the 5G Network and Its Impact on Agriculture: Challenges and Opportunities.” Computers and Electronics in Agriculture 180: 105895. doi:10.1016/j.compag.2020.105895.
  • Tantalaki, N., S. Souravlas, and M. Roumeliotis. 2019. “Data-Driven Decision Making in Precision Agriculture: The Rise of Big Data in Agricultural Systems.” Journal of Agricultural & Food Information 20 (4): 344–380. doi:10.1080/10496505.2019.1638264.
  • Tiwari, A., and P. K. Jaga. 2012. “Precision Farming in India - a Review.” Outlook on Agriculture 41 (2): 139–143. doi:10.5367/oa.2012.0082.
  • Torky, M., and A. E. Hassanein. 2020. “Integrating Blockchain and the Internet of Things in Precision Agriculture: Analysis, Opportunities, and Challenges.” Computers and Electronics in Agriculture 178: 105476. doi:10.1016/j.compag.2020.105476.
  • Totin, E., B. Mierlo, and L. Klerkx. 2020. “Scaling Practices within Agricultural Innovation Platforms: Between Pushing and Pulling.” Agricultural Systems 179: 102764. doi:10.1016/j.agsy.2019.102764.
  • Tsuchiya, K., Y. Hara, and D. Thaitakoo. 2015. “Linking Food and Land Systems for Sustainable Peri-Urban Agriculture in Bangkok Metropolitan Region.” Landscape and Urban Planning 143: 192–204. doi:10.1016/j.landurbplan.2015.07.008.
  • Verdouw, C. N., A. J. M. Beulens, H. A. Reijers, and J. G. A. J. Van der Vorst. 2015. “A Control Model for Object Virtualization in Supply Chain Management.” Computers in Industry 68: 116–131. doi:10.1016/j.compind.2014.12.011.
  • Verdouw, C. N., J. Wolfert, A. J. M. Beulens, and A. Rialland. 2016. “Virtualization of Food Supply Chains with the Internet of Things.” Journal of Food Engineering 176: 128–136. doi:10.1016/j.jfoodeng.2015.11.009.
  • Wang, D., J. Huang, L. Nie, F. Wang, X. Ling, K. Cui, Y. Li, and S. Peng. 2017. “Integrated Crop Management Practices for Maximizing Grain Yield of Double-Season Rice Crop.” Scientific Reports 7: 38982. doi:10.1038/srep38982.
  • Wang, J., and H. Yue. 2017. “Food Safety Pre-Warning System Based on Data Mining for a Sustainable Food Supply Chain.” Food Control 73: 223–229. doi:10.1016/j.foodcont.2016.09.048.
  • Wang, S., J. Zhao, and S. Lei. 2013. “The Research on the Intelligent Control of Geographic Information System Design to Agricultural Production.” Advanced Materials Research 605–607 : 1705–1709.
  • Wang, T., Q. Lan, and Y. Chu. 2013. “Supply Chain Financing Model: Based on China’s Agricultural Products Supply Chain.” Applied Mechanics and Materials 380-384: 4417–4421. doi:10.4028/www.scientific.net/AMM.380-384.4417.
  • Wedel, M., and P. K. Kannan. 2016. “Marketing Analytics for Data-Rich Environments.” Journal of Marketing 80 (6): 97–121. doi:10.1509/jm.15.0413.
  • Wolfe, M. L., and T. L. Richard. 2017. “21st Century Engineering for on-Farm Food-Energy-Water Systems.” Current Opinion in Chemical Engineering 18: 69–76. doi:10.1016/j.coche.2017.10.005.
  • Vecchio, Y., G. P. Agnusdei, P. P. Miglietta, and F. Capitanio. 2020. “Adoption of Precision Farming Tools: The Case of Italian Farmers.” International Journal of Environmental Research and Public Health 17 (3): 869. doi:10.3390/ijerph17030869.
  • Yan, B., S. Shi, B. Ye, X. Zhou, and P. Shi. 2015. “Sustainable Development of the Fresh Agricultural Products Supply Chain through the Application of RFID Technology.” Information Technology and Management 16 (1): 67–78. doi:10.1007/s10799-014-0196-y.
  • Yang, S., Y. Xiao, Y. Zheng, and Y. Liu. 2017. “The Green Supply Chain Design and Marketing Strategy for Perishable Food Based on Temperature Control.” Sustainability 9 (9): 1511. doi:10.3390/su9091511.
  • Yazdinejad, A., B. Zolfaghari, A. Azmoodeh, A. Dehghantanha, H. Karimipour, E. Fraser, A.G. Green, C. Russell, and E. Duncan. 2021. “A Review on Security of Smart Farming and Precision Agriculture: Security Aspects, Attacks, Threats and Countermeasures.” Applied Sciences 11 (16): 7518 doi:10.3390/app11167518.
  • Yin, R. K. 1994. Case Study Research: Design and Methods.” California: Thousand Oaks.
  • Zaks, D., and C. Kucharik. 2011. “Data and Monitoring Needs for a More Ecological Agriculture.” Environmental Research Letters 6 (1): 014017. doi:10.1088/1748-9326/6/1/014017.
  • Zhu, T., J. Balakrishnan, and G. J. C. Silveira. 2020. “Bullwhip Effect in the Oil and Gas Supply Chain: A Multiple-Case Study.” International Journal of Production Economics 224: 107548. doi:10.1016/j.ijpe.2019.107548.

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