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Sustainable crop protection and the role of digital agriculture

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  • Finger, Robert

Abstract

We investigate the potential of digital innovations to support the transformation of sustainable crop protection and reduce the risks associated with pesticide use. Digital technologies can contribute to enhancing the efficiency of pesticide use, completely substituting pesticides, and redesigning agricultural systems to reduce pest pressure and, consequently, the need for pesticides. We have identified three groups of digital innovations with high potential to support the transition towards sustainable crop protection. The first group includes technologies such as controlled traffic farming and variable rate application, which modestly reduce pesticide use per hectare and are broadly scalable. The second group includes technologies such as controlled environment farming and autonomous weeding robots, which promise significant reductions per hectare. However, economic, regulatory and other hurdles limit their widespread implementation. Third are innovations such as digital twins and landscape redesign approaches, which can be widely scaled and could contribute to significant reductions in pesticide use by fundamentally transforming agricultural production. The transition to digital agriculture poses various challenges and risks, including economic, social, ethical, and environmental ones. Therefore, digital innovations should not be viewed as a panacea for sustainable crop protection. A tailored combination of digital innovations and production systems is necessary to mitigate the risks of pesticide use while maintaining food production and economic viability. Furthermore, coherent policies, targeted investments, and inclusive approaches are essential to realizing the full potential of digital innovations for sustainable crop protection.

Suggested Citation

  • Finger, Robert, 2026. "Sustainable crop protection and the role of digital agriculture," Agricultural Systems, Elsevier, vol. 231(C).
    • Handle: RePEc:eee:agisys:v:231:y:2026:i:c:s0308521x25002562
    DOI: 10.1016/j.agsy.2025.104516
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    1. Lioutas, Evagelos D. & Charatsari, Chrysanthi & De Rosa, Marcello, 2021. "Digitalization of agriculture: A way to solve the food problem or a trolley dilemma?," Technology in Society, Elsevier, vol. 67(C).
    2. Jennifer Clapp & Sarah-Louise Ruder, 2020. "Precision Technologies for Agriculture: Digital Farming, Gene-EditedCrops, and the Politics of Sustainability," Global Environmental Politics, MIT Press, vol. 20(3), pages 49-69, August.
    3. James Lowenberg‐DeBoer & Karl Behrendt & Melf‐Hinrich Ehlers & Carl Dillon & Andreas Gabriel & Iona Yuelu Huang & Ian Kumwenda & Tyler Mark & Andreas Meyer‐Aurich & Gabor Milics & Kehinde Oluseyi Olag, 2022. "Lessons to be learned in adoption of autonomous equipment for field crops," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 44(2), pages 848-864, June.
    4. Eileen Ziehmann & Niklas Möhring & Robert Finger, 2024. "Economics of herbicide‐free crop production," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 46(4), pages 1692-1716, December.
    5. Robert Finger, 2024. "Europe's ambitious pesticide policy and its impact on agriculture and food systems," Agricultural Economics, International Association of Agricultural Economists, vol. 55(2), pages 265-269, March.
    6. Galaz, Victor & Centeno, Miguel A. & Callahan, Peter W. & Causevic, Amar & Patterson, Thayer & Brass, Irina & Baum, Seth & Farber, Darryl & Fischer, Joern & Garcia, David & McPhearson, Timon & Jimenez, 2021. "Artificial intelligence, systemic risks, and sustainability," Technology in Society, Elsevier, vol. 67(C).
    7. Grahmann, Kathrin & Reckling, Moritz & Hernández-Ochoa, Ixchel & Donat, Marco & Bellingrath-Kimura, Sonoko & Ewert, Frank, 2024. "Co-designing a landscape experiment to investigate diversified cropping systems," Agricultural Systems, Elsevier, vol. 217(C).
    8. Rossing, Walter A.H. & Dogliotti, Santiago & Martin, Guillaume, 2023. "Sustainability transitions in the making in agroecosystems: Changes in research scope and methods," Agricultural Systems, Elsevier, vol. 210(C).
    9. Sunding, David & Zilberman, David, 2001. "The agricultural innovation process: Research and technology adoption in a changing agricultural sector," Handbook of Agricultural Economics, in: B. L. Gardner & G. C. Rausser (ed.), Handbook of Agricultural Economics, edition 1, volume 1, chapter 4, pages 207-261, Elsevier.
    10. Finger, Robert & Pedersen, Anders Branth, 2025. "Input taxes in agriculture: Experiences and perspectives for European agriculture," Ecological Economics, Elsevier, vol. 233(C).
    11. Carbonell, Isabelle M., 2016. "The ethics of big data in big agriculture," Internet Policy Review: Journal on Internet Regulation, Alexander von Humboldt Institute for Internet and Society (HIIG), Berlin, vol. 5(1), pages 1-13.
    12. Johanna Pfeiffer & Andreas Gabriel & Markus Gandorfer, 2021. "Understanding the public attitudinal acceptance of digital farming technologies: a nationwide survey in Germany," Agriculture and Human Values, Springer;The Agriculture, Food, & Human Values Society (AFHVS), vol. 38(1), pages 107-128, February.
    13. Sykuta, Michael E., . "Big Data in Agriculture: Property Rights, Privacy and Competition in Ag Data Services," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 19(A), pages 1-18.
    14. Freeman, P.K. & Freeland, R.S., 2014. "Politics & technology: U.S. polices restricting unmanned aerial systems in agriculture," Food Policy, Elsevier, vol. 49(P1), pages 302-311.
    15. Robert Finger, 2023. "Digital innovations for sustainable and resilient agricultural systems," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 50(4), pages 1277-1309.
    16. Verdouw, Cor & Tekinerdogan, Bedir & Beulens, Adrie & Wolfert, Sjaak, 2021. "Digital twins in smart farming," Agricultural Systems, Elsevier, vol. 189(C).
    17. Eva-Marie Meemken & Matin Qaim, 2018. "Organic Agriculture, Food Security, and the Environment," Annual Review of Resource Economics, Annual Reviews, vol. 10(1), pages 39-63, October.
    18. Finger, Robert & Sok, Jaap & Ahovi, Emmanuel & Akter, Sharmin & Bremmer, Johan & Dachbrodt-Saaydeh, Silke & de Lauwere, Carolien & Kreft, Cordelia & Kudsk, Per & Lambarraa-Lehnhardt, Fatima & McCallum, 2024. "Towards sustainable crop protection in agriculture: A framework for research and policy," Agricultural Systems, Elsevier, vol. 219(C).
    19. Goodman, Wylie & Minner, Jennifer, 2019. "Will the urban agricultural revolution be vertical and soilless? A case study of controlled environment agriculture in New York City," Land Use Policy, Elsevier, vol. 83(C), pages 160-173.
    20. Frank Ewert & Roland Baatz & Robert Finger, 2023. "Agroecology for a Sustainable Agriculture and Food System: From Local Solutions to Large-Scale Adoption," Annual Review of Resource Economics, Annual Reviews, vol. 15(1), pages 351-381, October.
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