The Development of Sustainable Agricultural Systems Based on Crop Production Innovation: A Qualitative Literature Review

Authors

  • Mulyadi Universitas Sriwijaya, Indonesia
  • Padil Wijaya Universitas Lambung Mangkurat, Indonesia
  • Shabilla Amartiya Sari Universitas Sriwijaya, Indonesia
  • Eva Juniar Andika Universitas Sriwijaya, Indonesia
  • Sutiharni Universitas Papua, Indonesia

Keywords:

Sustainable Agricultural Systems, Crop Production Innovation, Precision Agriculture

Abstract

Agricultural sustainability has become a critical global issue in response to increasing food demand, environmental degradation, and climate change challenges. This study aims to examine the development of sustainable agricultural systems based on crop production innovation through a qualitative literature review approach. The study analyzes 20 peer-reviewed international journal articles focusing on innovations in agricultural practices, including precision agriculture, smart farming systems, Internet of Things (IoT), artificial intelligence (AI), and digital agriculture technologies. The review emphasizes key aspects such as technological application, crop productivity, resource efficiency, and environmental sustainability outcomes. The findings indicate that crop production innovations significantly contribute to the development of sustainable agricultural systems by improving resource optimization, enhancing decision-making processes, and increasing agricultural productivity. In addition, the integration of advanced technologies enables more efficient farm management and reduces environmental impacts through precise input usage. However, several challenges such as high implementation costs, limited technological accessibility, and low digital literacy among farmers still hinder widespread adoption. These results highlight the need for stronger policy support, infrastructure development, and capacity-building programs to accelerate agricultural transformation. In conclusion, innovation-based crop production systems play a vital role in the development of sustainable agriculture, and future research should focus on integrated technological solutions and inclusive strategies to ensure long-term agricultural sustainability.

References

Abu, N. S., Bukhari, W. M., Ong, C. H., Kassim, A. M., Izzuddin, T. A., Sukhaimie, M. N., Norasikin, M. A., & Rasid, A. F. A. (2022). Internet of Things applications in precision agriculture: A review. Journal of Robotics and Control (JRC), 3(3), 338–347. https://doi.org/10.18196/jrc.v3i3.14159

Ali Asyhar, & Supriyadi, S. G. (2024). Analysis of mining, agriculture and services sectors as leading economic sectors in Banyuwangi District. International Journal of Economic Research and Financial Accounting (IJERFA), 2(4). https://doi.org/10.55227/ijerfa.v2i4.166

Carolan, M. (2020). Automated agrifood futures: Robotics, labor and the distributive politics of digital agriculture. Sociologia Ruralis, 60(1), 184–207. https://doi.org/10.1111/soru.12284

Idier, H., Dehhaoui, M., Maatala, N., & Kadi, K. (2024). Assessing the impact of precision farming technologies: A literature review. World Journal of Agricultural Science and Technology, 2(4), 161–179. https://doi.org/10.11648/j.wjast.20240204.17

Klerkx, L., Jakku, E., & Labarthe, P. (2019). A review of social science on digital agriculture, smart farming and agriculture 4.0. Agricultural Systems, 170, 134–148. https://doi.org/10.1016/j.agsy.2018.12.002

Lee, C.-L., Strong, R., & Dooley, K. E. (2021). Analyzing precision agriculture adoption across the globe: A systematic review of scholarship from 1999–2020. Sustainability, 13(18), 10295. https://doi.org/10.3390/su131810295

Liakos, K. G., Busato, P., Moshou, D., Pearson, S., & Bochtis, D. (2018). Machine learning in agriculture: A review. Agriculture, 8(12), 195. https://doi.org/10.3390/agriculture8120195

López-Quílez, A. (2025). AI, IoT and remote sensing in precision agriculture. Applied Sciences, 15(6), 2890. https://doi.org/10.3390/app15062890

Padhiary, M., Kumar, A., & Sethi, L. N. (2025). Emerging technologies for smart and sustainable precision agriculture. Discover Robotics, 1(1), 6. https://doi.org/10.1007/s44430-025-00006-0

Pretty, J., Benton, T. G., Bharucha, Z. P., Dicks, L. V., Flora, C. B., Godfray, H. C. J., Goulson, D., Hartley, S., Lampkin, N., Morris, C., Pierzynski, G., Prasad, P. V. V., Reganold, J., Rockström, J., Smith, P., Thorne, P., & Wratten, S. (2018). Global assessment of agricultural system redesign for sustainable intensification. Philosophical Transactions of the Royal Society B, 373(1761), 20170272. https://doi.org/10.1098/rstb.2017.0272

Raj, M., & Prahadeeswaran, M. (2025). Revolutionizing agriculture: A review of smart farming technologies for a sustainable future. Discover Applied Sciences, 7(9), 937. https://doi.org/10.1007/s42452-025-07561-6

Rotz, S., Gravely, E., Mosby, I., Duncan, E., Finnis, E., Horgan, M., LeBlanc, J., Martin, R., Neufeld, H., Nixon, A., & Pant, L. (2019). Automated pastures and the digital divide: How agricultural technologies are shaping labour and rural communities. Journal of Rural Studies, 68, 112–122. https://doi.org/10.1016/j.jrurstud.2019.01.023

Sharma, S. (2023). Precision agriculture: Reviewing the advancements, technologies, and applications in precision agriculture for improved crop productivity and resource management. Reviews in Food and Agriculture, 4(2), 45–49. https://doi.org/10.26480/rfna.02.2023.45.49

Singh, V. (2024). Advances in precision agriculture technologies for sustainable crop production. Journal of Scientific Research and Reports, 30(2), 61–71. https://doi.org/10.9734/jsrr/2024/v30i21844

Soussi, A., Zero, E., Sacile, R., Trinchero, D., & Fossa, M. (2024). Smart sensors and smart data for precision agriculture: A review. Sensors, 24(8), 2647. https://doi.org/10.3390/s24082647

Talavera, J. M., Tobón, L. E., Gómez, J. A., Culman, M. A., Aranda, J. M., Parra, D. T., Quiroz, L. A., & Hoyos, A. B. (2017). Review of IoT applications in agro-industrial and environmental fields. Sensors, 17(12), 2793. https://doi.org/10.3390/s17122793

Tilman, D., Balzer, C., Hill, J., & Befort, B. L. (2011). Global food demand and the sustainable intensification of agriculture. Proceedings of the National Academy of Sciences, 108(50), 20260–20264. https://doi.org/10.1073/pnas.1116437108

Wolfert, S., Ge, L., Verdouw, C., & Bogaardt, M. J. (2017). Big data in smart farming: A review. Agricultural Systems, 153, 69–80. https://doi.org/10.1016/j.agsy.2017.01.023

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Published

2026-06-04

How to Cite

Mulyadi, Padil Wijaya, Shabilla Amartiya Sari, Eva Juniar Andika, & Sutiharni. (2026). The Development of Sustainable Agricultural Systems Based on Crop Production Innovation: A Qualitative Literature Review. Plant and Agribusiness Research of Applied Knowledge (Parak), 1(1), 23–34. Retrieved from https://gpijournal.com/index.php/parak/article/view/624

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