The Role of Digitalization in Sustainable Agriculture
References
- Agrimonti, C., Lauro, M., Visioli, G. (2021). Smart agriculture for food quality: Facing climate change in the 21st century. Crit. Rev. Food Sci. Nutr., 61(6), 971–981.
https://doi.org/10.1080/10408398.2020.1749555 - Banjeree, S. (2020). Bytes to Sustain Our Bites: Leveraging Digital Agriculture for Sustainable Development Goals (SDGs). Thirty-fifth Session of the FAO Conference for Asia and the Pacific (APRC 35). Retrieved from:
https://policycommons.net/artifacts/1421969/bytes-to-sustain-our-bites/2036025/ - Basso, B., Antle, J. (2020). Digital agriculture to design sustainable agricultural systems. Nature Sustainability, 3(4), 254–256.
https://doi.org/10.1038/s41893-020-0510-0 - Biró, K., Szalmáné Csete, M. (2021). Corporate social responsibility in agribusiness: Climate-related empirical findings from Hungary. Env. Dev. Sustain., 23(4), 5674–5694.
https://doi.org/10.1007/s10668-020-00838-3 - Blakemore, E. (2023). What was the Neolithic Revolution? Nat. Geogr. Cult. Retrieved from:
https://www.nationalgeographic.com/culture/article/neolithic-agricultural-revolution - Carmela Annosi, M., Brunetta, F., Capo, F., Heideveld, L. (2020). Digitalization in the agrifood industry: The relationship between technology and sustainable development. Manag. Dec., 58(8), 1737–1757.
https://doi.org/10.1108/MD-09-2019-1328 - Da Silveira, F., Lermen, F.H., Amaral, F.G. (2021). An overview of agriculture 4.0 development: Systematic review of descriptions, technologies, barriers, advantages, and disadvantages. Comp. Electr. Agric., 189, 106405.
https://doi.org/10.1016/j.compag.2021.106405 - FAO (2022). FAO publications catalogue 2022. FAO.
https://doi.org/10.4060/cc2323en - Fountas, S., Espejo-Garcia, B., Kasimati, A., Mylonas, N., Darra, N. (2020). The Future of Digital Agriculture: Technologies and Opportunities. IT Professional, 22(1), 24–28.
https://doi.org/10.1109/MITP.2019.2963412 - Fresh Plaza. (2022). Digital Agricultural Academy of Hungary to take farmers into new age.
https://www.freshplaza.com/latin-america/article/9428745/digital-agricultural-academy-of-hungary-to-take-farmers-into-new-age/ - Gaál, M., Molnár, A., Illés, I., Kiss, A., Lámfalusi, I., Kemény, G. (2021). Where do we stand with digitalization? An assessment of digital transformation in Hungarian agriculture. In: D. Bochtis, C. Achillas, ..., M. Lampridi, Bio-Economy and Agri-production (pp. 195–206). Elsevier.
https://doi.org/10.1016/B978-0-12-819774-5.00011-4 - Gebbers, R., Adamchuk, V.I. (2010). Precision Agriculture and Food Security. Science, 327(5967), 828–831.
https://doi.org/10.1126/science.1183899 - GEA (German Environment Agency). (2021). Climate Impact and Risk Assessment 2021 for Germany – Summary. Retrieved from:
https://www.umweltbundesamt.de/publikationen/KWRA-English-Summary - Glauber, J., Laborde, D. (2022). How will Russia’s invasion of Ukraine affect global food security? IFPRI. Retrieved from:
https://www.ifpri.org/blog/how-will-russias-invasion-ukraine-affect-global-food-security - Khujamatov, Kh.E., Toshtemirov, T.K., Lazarev, A.P., Raximjonov, Q.T. (2021). IoT and 5G technology in agriculture. In: 2021 International Conference on Information Science and Communications Technologies (ICISCT) (pp. 1–6).
https://doi.org/10.1109/ICISCT52966.2021.9670037 - Laborde, D., Martin, W., Swinnen, J., Vos, R. (2020). COVID-19 risks to global food security. Science, 369(6503), 500–502.
https://doi.org/10.1126/science.abc4765 - Lowenberg-DeBoer, J., Behrendt, K., Ehlers, M., Dillon, C., Gabriel, A., …, Rose, D. (2021). Lessons to be learned in adoption of autonomous equipment for field crops. Appl. Econ. Persp. Pol., 44(2), 848–864.
https://doi.org/10.1002/aepp.13177 - MacPherson, J., Voglhuber-Slavinsky, A., Olbrisch, M., Schöbel, P., Dönitz, E., Mouratiadou, I., Helming, K. (2022). Future agricultural systems and the role of digitalization for achieving sustainability goals. A review. Agron. Sustain. Dev., 42(4), 70.
https://doi.org/10.1007/s13593-022-00792-6 - Maffezzoli, F., Ardolino, M., Bacchetti, A., Perona, M., Renga, F. (2022). Agriculture 4.0: A systematic literature review on the paradigm, technologies and benefits. Futures, 142, 102998.
https://doi.org/10.1016/j.futures.2022.102998 - Marinchenko, T. (2020). Digitalization as a driver of development of domestic animal breeding. IOP Conf. Ser.: Mat. Sci. Eng., 873(1), 012004.
https://doi.org/10.1088/1757-899X/873/1/012004 - Milics, G., Matečný, I., Magyar, F., Varga, P.M. (2022). Data-based agriculture in the V4 countries – sustainability, efficiency and safety. Scien. Secur., 2(4), 491–503.
https://doi.org/10.1556/112.2021.00072 - Ministerie van Landbouw, N. en V. (2021). Hungary: Quick sectoral statistics – Digital agriculture & precision farming – Nieuwsbericht – Agroberichten Buitenland [Nieuwsbericht]. Ministerie van Landbouw, Natuur en Voedselkwaliteit. Retrieved from:
https://www.agroberichtenbuitenland.nl/actueel/nieuws/2021/05/21/hungary-quick-news-ksh - Monteleone, S., Alves De Moraes, E., Protil, R.M., Faria, B.T.D., Maia, R.F. (2024). Proposal of a Model of Irrigation Operations Management for Exploring the Factors That Can Affect the Adoption of Precision Agriculture in the Context of Agriculture 4.0. Agriculture, 14(1), 134.
https://doi.org/10.3390/agriculture14010134 - Pogorelskaia, I., Várallyai, L. (2020). Agriculture 4.0 and the role of education. J. Agric. Informat., 11(1).
https://doi.org/10.17700/jai.2020.11.1.571 - Shao, L., Gong, J., Fan, W., Zhang, Z., Zhang, M. (2022). Cost Comparison between Digital Management and Traditional Management of Cotton Fields – Evidence from Cotton Fields in Xinjiang, China. Agriculture, 12(8), 1105.
https://doi.org/10.3390/agriculture12081105 - Smith, M., Wesselbaum, D. (2020). COVID-19, Food Insecurity, and Migration. J. Nutr., 150(11), 2855–2858.
https://doi.org/10.1093/jn/nxaa270 - Soma, T., Nuckchady, B. (2021). Communicating the Benefits and Risks of Digital Agriculture Technologies: Perspectives on the Future of Digital Agricultural Education and Training. Front. Comm., 6, 762201.
https://doi.org/10.3389/fcomm.2021.762201 - Subaeva, A.K., Nizamutdinov, M.M., Mavlieva, L.M., Kalimullin, M.N. (2020). Labor productivity in digital agriculture. BIO Web Conf., 17, 00226.
https://doi.org/10.1051/bioconf/20201700226 - Szanyi-Gyenes, X., Almási, A. (2023). Top Executives on Competitiveness: Survey of Digitalization and Internationalization in Hungarian Companies. Acta Polytech. Hungar., 20(9), 43–62.
https://doi.org/10.12700/APH.20.9.2023.9.3 - Takács-György, K., Takács, I. (2022). Towards climate smart agriculture: How does innovation meet sustainability? Ecocycles, 8(1), 61–72.
https://doi.org/10.19040/ecocycles.v8i1.220 - Tang, W., Lin, C., Cui, X. (2021). Research on the current situation and Development Countermeasures of Wenzhou digital agriculture. IOP Conf. Ser.: Earth Environ. Sci., 692(4), 042039.
https://doi.org/10.1088/1755-1315/692/4/042039 - UN (United Nations). (2015). THE 17 GOALS | Sustainable Development. Retrieved from:
https://sdgs.un.org/goals - UN (United Nations). (2022a). World population projected to reach 9.8 billion in 2050, and 11.2 billion in 2100. United Nations. Retrieved from:
https://www.un.org/en/desa/world-population-projected-reach-98-billion-2050-and-112-billion-2100 - UN (United Nations). (2022b). Conflict and food security—Security Council, 9036th Meeting | UN Web TV. Retrieved from:
https://media.un.org/en/asset/k10/k10mjpv1u3 - UNPF (United Nations Population Fund). (2026a). China Population 2025. Retrieved from:
https://www.unfpa.org/data/world-population/CN - UNPF (United Nations Population Fund). (2026b). India Population 2025. Retrieved from:
https://www.unfpa.org/data/world-population/IN - UNPF (United Nations Population Fund). (2026c). World Population Dashboard. Retrieved from:
https://www.unfpa.org/data/world-population-dashboard - Vásáry, V., Szabolcs, B., Vásáry, V., Szabolcs, B. (2020). Long-term vision of rural areas in Hungary, focusing on foresights.
https://doi.org/10.22004/AG.ECON.314094 - Vlamis, K. (2022). How Russia’s assault on Ukraine, the “world’s breadbasket,” could lead to famine in Yemen. Business Insider. Retrieved from:
https://www.businessinsider.com/russia-assault-ukraine-could-lead-to-famine-in-yemen-2022-3 - World Bank (2021). A Roadmap for Building the Digital Future of Food and Agriculture. World Bank. Retrieved from:
https://www.worldbank.org/en/news/feature/2021/03/16/a-roadmap-for-building-the-digital-future-of-food-and-agriculture - Wu, Y. (2022). New page of agriculture: On the view of 5G generation and GPS. 2022 IEEE 10th Jubilee International Conference on Computational Cybernetics and Cyber-Medical Systems (ICCC), 000105–000110.
https://doi.org/10.1109/ICCC202255925.2022.9922891 - Wu, Y., Babos, T., Takács-György, K. (2023). The importance of agriculture, in the light of global security changes and trends. Nat. Sec. Rev.: Period. Milit. Nat. Sec. Serv., (2), 80–99. Retrieved from:
https://www.researchgate.net/publication/377402023_THE_IMPORTANCE_OF_AGRICULTURE_IN_THE_LIGHT_OF_GLOBAL_SECURITY_CHANGES_AND_TRENDS#full-text - Wu, Y., Pál, B., Takács-György, K. (2024). The necessity of sustainable agriculture from the perspective of the importance and risks of agriculture for a country: A comparative research. In: E. Lorencowicz, B. Huyghebaert, J. Uziak (Eds.), Farm Machinery and Processes Management in Sustainable Agriculture (vol. 609, pp. 448–461). Springer Nature Switzerland.
https://doi.org/10.1007/978-3-031-70955-5_50 - Wu, Y., Nagy, A., Rajnai, Z., Fregan, B., Takács-György, K. (2025). Quantum Machine Learning in Crop Disease Monitoring: Opportunities and Challenges to Practical Implementation. 2025 IEEE 12th International Conference on Computational Cybernetics and Cyber-Medical Systems (ICCC), 000059–000064.
https://doi.org/10.1109/ICCC64928.2025.10999141
DOI: https://doi.org/10.17306/j.jard.2026.2.00019r2 | Journal eISSN: 1899-5772 | Journal ISSN: 1899-5241
Language: English
Page range: 220 - 229
Accepted on: Jun 15, 2026
Published on: Jun 30, 2026
Published by: The University of Life Sciences in Poznań
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
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© 2026 Yue Wu, Zoltan Rajnai, Beatrix Fregan, István Takács, Katalin Takács-György, published by The University of Life Sciences in Poznań
This work is licensed under the Creative Commons Attribution 4.0 License.