Skip to main content

Sustainable Development of Agro-industrial Complex and Food Security Through Digital Agriculture: Contribution of Robots, Big Data, and AI

  • Chapter
  • First Online:
Digital Agriculture for Food Security and Sustainable Development of the Agro-Industrial Complex

Abstract

The research aims to explore the prospects for sustainable development of the agro-industrial complex (AIC) and food security based on digital agriculture. Using regression analysis, the author models the contribution of robots, big data, and artificial intelligence (AI) to sustainable AIC and food security. As a result, the author identifies a significant contribution of digital agriculture based on advanced technologies (robots, big data, and AI) to the sustainable development of the AIC and food security. It is proved that the development of digital agriculture can fully ensure sustainable development of agriculture and food security in the Decade of Action. For this purpose, the author offers recommendations for developing robots, big data, and AI. The theoretical significance of the research lies in the fact that it proposes a new approach to managing the agricultural economy based on digital agriculture. The advantage of the new approach compared to the existing one is that it allows us to systemically address the causes of aggravation of the problem of sustainable development of the AIC and food security in the Decade of Action. The practical and social significance of this research is due to the fact that it supports the practical implementation of SDG 2.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 189.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 249.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 249.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Bhat, S. A., & Huang, N.-F. (2021). Big data and AI revolution in precision agriculture: Survey and challenges. IEEE Access, 9, 110209–110222. https://doi.org/10.1109/ACCESS.2021.3102227

    Article  Google Scholar 

  2. Garnov, A. P., Garnova, V. Y., Shabaltina, L. V., Begishev, I. R., & Panferova, L. V. (2020). New opportunities for the digital economy: The implementation of an effective state innovation policy. Journal of Environmental Treatment Techniques, 8(4), 1321–1325. https://doi.org/10.47277/JETT/8(4)1325

    Article  Google Scholar 

  3. IMD. (2022). World Competitiveness online. Retrieved from https://worldcompetitiveness.imd.org/customsearchresults/criteriaresult. Accessed 2 Dec 2022.

  4. Jain, N., & Awasthi, Y. (2019). WSN-AI based cloud computing architectures for energy efficient climate smart agriculture with big data analysis. International Journal of Advanced Trends in Computer Science and Engineering, 8(1–2), 91–97. https://doi.org/10.30534/ijatcse/2019/1581.22019

    Article  Google Scholar 

  5. Moysiadis, V., Katikaridis, D., Benos, L., Busato, P., Anagnostis, A., Kateris, D., et al. (2022). An integrated real-time hand gesture recognition framework for human–robot interaction in agriculture. Applied Sciences, 12(16), 8160. https://doi.org/10.3390/app12168160

    Article  CAS  Google Scholar 

  6. NafrĂ­a, I. (2018, May 2). Ranking of countries according to the density of industrial robots. Retrieved from https://www.thenewbarcelonapost.com/en/ranking-of-countries-according-to-the-density-of-industrial-robots/. Accessed 2 Dec 2022.

  7. Popkova, E. G. (2022a). Case study of smart innovation in agriculture on the example of a vertical farm. In E. G. Popkova & B. S. Sergi (Eds.), Smart innovation in agriculture (pp. 303–309). Springer. https://doi.org/10.1007/978-981-16-7633-8_34

    Chapter  Google Scholar 

  8. Popkova, E. G. (2022b). Agro-industrial complex (AIC) sustainable development and food security powered by robots, Big Data, and AI in digital agriculture. Mendeley Data, V1. DOI: https://doi.org/10.17632/xrt2zj6bkz.1.

  9. Popkova, E. G. (2022c). Vertical farms based on hydroponics, deep learning, and AI as smart innovation in agriculture. In E. G. Popkova & B. S. Sergi (Eds.), Smart innovation in agriculture (pp. 257–262). Springer. https://doi.org/10.1007/978-981-16-7633-8_28

    Chapter  Google Scholar 

  10. Popkova, E. G., & Sergi, B. S. (2022). High-tech economic growth from the standpoint of the theory of economic time: Modelling and reducing space-time inequality. In E. I. Inshakova & A. O. Inshakova (Eds.), New technology for inclusive and sustainable growth (pp. 15–22). Springer. https://doi.org/10.1007/978-981-16-9804-0_2

    Chapter  Google Scholar 

  11. Sachs, J. D., Lafortune, G., Kroll, C., Fuller, G., & Woelm, F. (2022). Sustainable development report 2022: From crisis to sustainable development: The SDGs as roadmap to 2030 and beyond. Cambridge University Press. Retrieved from https://dashboards.sdgindex.org/downloads. Accessed 2 Dec 2022

    Google Scholar 

  12. Shevyakova, A., & Petrenko, E. (2018). Threats to the security of a country: Revealing negative trends in the development of human capital. Journal of Security and Sustainability Issues, 8(2), 155–165. https://doi.org/10.9770/JSSI.2018.8.2(14)

    Article  Google Scholar 

  13. Stepnov, I. M., Kovalchuk, J. A., Melnik, M. V., & Petrovic, T. (2022). Public goals and government expenditures: Are the solutions of the “modern monetary theory” realistic? Finance: Theory and Practice, 26(3), 6–18. https://doi.org/10.26794/2587-5671-2022-26-3-6-18

    Article  Google Scholar 

  14. The Economist Intelligent Unit. (2022). Global Food Security Index 2022. Retrieved from https://impact.economist.com/sustainability/project/food-security-index/download-the-index. Accessed 2 Dec 2022.

  15. Troyanskaya, M. A., Ostrovskiy, V. I., Litvinova, T. N., Matkovskaya, Y. S., & Bogoviz, A. V. (2017). Possibilities and perspectives for activation of sales in the agricultural machinery market within sectorial development of Russian and European economies. In E. G. Popkova (Ed.), Overcoming uncertainty of institutional environment as a tool of global crisis management (pp. 473–480). Springer. https://doi.org/10.1007/978-3-319-60696-5_60

    Chapter  Google Scholar 

Download references

Acknowledgments

All of the materials cited in this article are developments of the Consortium for Sustainable Development and Technological Leadership (Russia), which includes:

  • Rostov State University of Economics (RSUE, RINH, Rostov-on-Don);

  • Ufa State Petroleum Technological University (USPTU, Ufa);

  • Komsomolsk-na-Amure State University (KNASTU, Komsomolsk-na-Amure);

  • Minin Nizhny Novgorod State Pedagogical University (Minin University, Nizhny Novgorod);

  • Institute of Scientific Communications (ISC, Volgograd).

References to the Consortium for Sustainable Development and Technological Leadership are required when using these materials: https://iscvolga.ru/проекты.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Elena G. Popkova .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2023 The Author(s), under exclusive license to Springer Nature Switzerland AG

About this chapter

Check for updates. Verify currency and authenticity via CrossMark

Cite this chapter

Popkova, E.G. (2023). Sustainable Development of Agro-industrial Complex and Food Security Through Digital Agriculture: Contribution of Robots, Big Data, and AI. In: Popkova, E.G., Sergi, B.S., Bogoviz, A.V., I. Semenova, E. (eds) Digital Agriculture for Food Security and Sustainable Development of the Agro-Industrial Complex. Springer, Cham. https://doi.org/10.1007/978-3-031-27911-9_1

Download citation

Publish with us

Policies and ethics