The Precision Agriculture Revolution in the United States: The Utilization of Drone Technology and Big Data
Abstract
Precision agriculture is an innovative approach that is increasingly being applied in the United States to increase agricultural productivity through the use of cutting-edge technology. The background of this research focuses on the importance of adopting modern technologies, such as drones and big data, in addressing global challenges such as climate change, resource limitations, and increasing food needs. The purpose of this study is to explore how the integration of drone technology and big data can revolutionize the agricultural sector in the United States, specifically in improving efficiency, reducing waste, and increasing crop yields. This study uses a qualitative method with a case study approach to several agricultural companies that have adopted drone technology and big data. Data collection was carried out through in-depth interviews with farmers, document analysis, and field observations regarding the implementation of the technology. The data collected was then analyzed using thematic analysis methods to identify patterns and impacts that arise from the adoption of this technology. The results show that the use of drones allows for real-time monitoring of land, early detection of plant diseases, and more efficient resource management, while big data helps in more accurate data-driven decision-making. These two technologies significantly improve the productivity and sustainability of agriculture in the study area. The conclusion of this study confirms that the integration of drone technology and big data can make a great contribution in facing the challenges of modern agriculture. Precision agriculture, with the support of technology, has the potential to be a long-term solution to improve the efficiency and yield of agricultural production.
Full text article
References
A, S., R, V., Jorash, B., R, A., & M, N. (2024). Tech-Infused Agri Revolution: A Holistic Approach to Sustainable Agriculture and Food Security in India. 2024 International Conference on Advances in Data Engineering and Intelligent Computing Systems (ADICS), 1–6. https://doi.org/10.1109/ADICS58448.2024.10533563
Abdulai, A.-R. (2022). A New Green Revolution (GR) or Neoliberal Entrenchment in Agri-food Systems? Exploring Narratives Around Digital Agriculture (DA), Food Systems, and Development in Sub-Sahara Africa. The Journal of Development Studies, 58(8), 1588–1604. https://doi.org/10.1080/00220388.2022.2032673
Ali, S. S., Khan, S., Fatma, N., Ozel, C., & Hussain, A. (2024). Utilisation of drones in achieving various applications in smart warehouse management. Benchmarking: An International Journal, 31(3), 920–954. https://doi.org/10.1108/BIJ-01-2023-0039
Baldantoni, D., Bellino, A., Cicatelli, A., & Castiglione, S. (2021). Influence of the Choice of Cultivar and Soil Fertilization on PTE Concentrations in Lactuca sativa L. in the Framework of the Regenerative Agriculture Revolution. Land, 10(10), 1053. https://doi.org/10.3390/land10101053
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
Birner, R., Daum, T., & Pray, C. (2021). Who drives the digital revolution in agriculture? A review of supply?side trends, players and challenges. Applied Economic Perspectives and Policy, 43(4), 1260–1285. https://doi.org/10.1002/aepp.13145
Bollard, B., Doshi, A., Gilbert, N., Poirot, C., & Gillman, L. (2022). Drone Technology for Monitoring Protected Areas in Remote and Fragile Environments. Drones, 6(2), 42. https://doi.org/10.3390/drones6020042
Clay, N., & Zimmerer, K. S. (2020). Who is resilient in Africa’s Green Revolution? Sustainable intensification and Climate Smart Agriculture in Rwanda. Land Use Policy, 97, 104558. https://doi.org/10.1016/j.landusepol.2020.104558
Dai, X., Chen, Y., Zhang, C., He, Y., & Li, J. (2023). Technological Revolution in the Field: Green Development of Chinese Agriculture Driven by Digital Information Technology (DIT). Agriculture, 13(1), 199. https://doi.org/10.3390/agriculture13010199
Day, B., & Sigrimis, N. (2020). An invited editorial interview with Professor Nick Sigrimis, Agricultural University of Athens, on Smart Agriculture and the digital revolution. Biosystems Engineering, 198, 350–354. https://doi.org/10.1016/j.biosystemseng.2020.09.001
Do, T. T. T., Nguyen, C. H., Tran, V. T., Vo, T. T. H., Do, M. T., Pham, S. L., Trinh, T. K. T., Pham, T. P., Vu, K. H., Yasir, M., Dang, K. B., & Nguyen, A. T. (2024). Integrating land quality in peri-urban agriculture for sustainability and green revolution in Vietnam. Multidisciplinary Science Journal, 6(9), 2024196. https://doi.org/10.31893/multiscience.2024196
Durgun, Y., & Durgun, M. (2024). Smart environmental drone utilization for monitoring urban air quality. Environmental Research and Technology, 7(2), 194–200. https://doi.org/10.35208/ert.1369716
Elghaish, F., Matarneh, S., Talebi, S., Kagioglou, M., Hosseini, M. R., & Abrishami, S. (2021). Toward digitalization in the construction industry with immersive and drones technologies: A critical literature review. Smart and Sustainable Built Environment, 10(3), 345–363. https://doi.org/10.1108/SASBE-06-2020-0077
Gautam, H. R. (2020). Smart agriculture can usher india in evergreen revolution. Agricultural Research Journal, 57(4), 637. https://doi.org/10.5958/2395-146X.2020.00094.0
Guo, T., & Lin, H.-X. (2021). Creating future crops: A revolution for sustainable agriculture. Journal of Genetics and Genomics, 48(2), 97–101. https://doi.org/10.1016/j.jgg.2021.02.002
Hafeez, A., Husain, M. A., Singh, S. P., Chauhan, A., Khan, Mohd. T., Kumar, N., Chauhan, A., & Soni, S. K. (2023). Implementation of drone technology for farm monitoring & pesticide spraying: A review. Information Processing in Agriculture, 10(2), 192–203. https://doi.org/10.1016/j.inpa.2022.02.002
Hamdan, M. F., Mohd Noor, S. N., Abd-Aziz, N., Pua, T.-L., & Tan, B. C. (2022). Green Revolution to Gene Revolution: Technological Advances in Agriculture to Feed the World. Plants, 11(10), 1297. https://doi.org/10.3390/plants11101297
Hossen, M. H., Hasan, M. M., Sajidul, I. K., & Hu, W. (2022). Digital Revolution in the Agriculture Based on Data Science. 2022 2nd Asia Conference on Information Engineering (ACIE), 6–12. https://doi.org/10.1109/ACIE55485.2022.00010
Iost Filho, F. H., Heldens, W. B., Kong, Z., & De Lange, E. S. (2020). Drones: Innovative Technology for Use in Precision Pest Management. Journal of Economic Entomology, 113(1), 1–25. https://doi.org/10.1093/jee/toz268
Ismil, R., (Corresponding Author), M. B., & Mohd Lutfi, S. S. (2024). Sejarah, Perkembangan dan Revolusi Pertanian Dalam Tamadun Islam serta Kaitannya Dengan Zaman Moden History, Development and Revolution of Agriculture in Islamic Civilization and Their Relevance to Modern Times. Journal of Al-Tamaddun, 19(1), 215–234. https://doi.org/10.22452/JAT.vol19no1.16
Jurn, Y. N., Mahmood, S. A., & Aldhaibani, J. A. (2021). Anti-Drone System Based Different Technologies: Architecture, Threats and Challenges. 2021 11th IEEE International Conference on Control System, Computing and Engineering (ICCSCE), 114–119. https://doi.org/10.1109/ICCSCE52189.2021.9530992
Kaur, J., & Pandove, G. (2023). Understanding the beneficial interaction of plant growth promoting rhizobacteria and endophytic bacteria for sustainable agriculture: A bio-revolution approach. Journal of Plant Nutrition, 46(14), 3569–3597. https://doi.org/10.1080/01904167.2023.2206425
Kaur, P., Choudhary, R., Pal, A., Mony, C., & Adholeya, A. (2020). Polymer - Metal Nanocomplexes Based Delivery System: A Boon for Agriculture Revolution. Current Topics in Medicinal Chemistry, 20(11), 1009–1028. https://doi.org/10.2174/1568026620666200330160810
Kweera, R. (2023). Drones in Modern Warfare: Utilization in India-Pakistan Cross-Border Terrorism and Security Implications. Strategic Analysis, 47(4), 376–388. https://doi.org/10.1080/09700161.2023.2288989
Liu, X., Zhang, X., Huang, Y., Chen, K., Wang, L., Ma, J., Huang, T., Zhao, Y., Gao, H., Tao, S., Liu, J., Jian, X., & Luo, J. (2021). The Direct Radiative Forcing Impact of Agriculture?Emitted Black Carbon Associated With India’s Green Revolution. Earth’s Future, 9(6), e2021EF001975. https://doi.org/10.1029/2021EF001975
Lykou, G., Moustakas, D., & Gritzalis, D. (2020). Defending Airports from UAS: A Survey on Cyber-Attacks and Counter-Drone Sensing Technologies. Sensors, 20(12), 3537. https://doi.org/10.3390/s20123537
Miyauchi, H. (2022). Development of a Building Inspection Method Using Drones and Its Possible Utilization in Sealant Field Maintenance. Dalam C. C. White & H. Miyauchi, Durability of Building and Construction Sealants and Adhesives: 7th Volume (hlm. 39–54). ASTM International100 Barr Harbor Drive, PO Box C700, West Conshohocken, PA 19428-2959. https://doi.org/10.1520/STP163320200059
Munawar, H. S., Hammad, A. W. A., & Waller, S. T. (2022). Disaster Region Coverage Using Drones: Maximum Area Coverage and Minimum Resource Utilisation. Drones, 6(4), 96. https://doi.org/10.3390/drones6040096
Paul, A. T. (2023). Wie revolutionär war die „neolithische Revolution“?: Über die naturalen und sozialen Voraussetzungen der Agrikultur in der Levante. Historische Anthropologie, 31(2), 211–241. https://doi.org/10.7788/hian.2023.31.2.211
Rashidzadeh, E., Hadji Molana, S. M., Soltani, R., & Hafezalkotob, A. (2021). Assessing the sustainability of using drone technology for last-mile delivery in a blood supply chain. Journal of Modelling in Management, 16(4), 1376–1402. https://doi.org/10.1108/JM2-09-2020-0241
Sara, G., Todde, G., Pinna, D., & Caria, M. (2024). Investigating the intention to use augmented reality technologies in agriculture: Will smart glasses be part of the digital farming revolution? Computers and Electronics in Agriculture, 224, 109252. https://doi.org/10.1016/j.compag.2024.109252
Serrano, E., Distler, J., Iakimov, N., & Bairaktarova, D. (2024). Exploring the Utilization of Drone Technology to Promote Food Security. 2024 47th MIPRO ICT and Electronics Convention (MIPRO), 1306–1311. https://doi.org/10.1109/MIPRO60963.2024.10569807
Shahmoradi, J., Talebi, E., Roghanchi, P., & Hassanalian, M. (2020). A Comprehensive Review of Applications of Drone Technology in the Mining Industry. Drones, 4(3), 34. https://doi.org/10.3390/drones4030034
Shepherd, M., Turner, J. A., Small, B., & Wheeler, D. (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. https://doi.org/10.1002/jsfa.9346
Sibanda, M., Mutanga, O., Chimonyo, V. G. P., Clulow, A. D., Shoko, C., Mazvimavi, D., Dube, T., & Mabhaudhi, T. (2021). Application of Drone Technologies in Surface Water Resources Monitoring and Assessment: A Systematic Review of Progress, Challenges, and Opportunities in the Global South. Drones, 5(3), 84. https://doi.org/10.3390/drones5030084
Singh, H., Halder, N., Singh, B., Singh, J., Sharma, S., & Shacham-Diamand, Y. (2023). Smart Farming Revolution: Portable and Real-Time Soil Nitrogen and Phosphorus Monitoring for Sustainable Agriculture. Sensors, 23(13), 5914. https://doi.org/10.3390/s23135914
Sliusar, N., Filkin, T., Huber-Humer, M., & Ritzkowski, M. (2022). Drone technology in municipal solid waste management and landfilling: A comprehensive review. Waste Management, 139, 1–16. https://doi.org/10.1016/j.wasman.2021.12.006
Toguzaev, T., Rakhaev, K., & Modebadze, N. (2022). The second “green revolution”: Fundamentals and results of the new integration and cooperation in agriculture. 020007. https://doi.org/10.1063/5.0109842
Wadhe, V., Nemade, M., Agarwal, S., & Shah, S. (2023). AI Revolution in Agriculture of India. 2023 6th International Conference on Advances in Science and Technology (ICAST), 166–169. https://doi.org/10.1109/ICAST59062.2023.10454977
Yaman, H., Sungur, O., & Dulupçu, M. A. (2021). Dünyada Tar?m ve Hayvanc?l???n Dönü?ümü: Teknolojiye Dayal? Uygulamalar ve Devrimler. Tar?m Ekonomisi Dergisi, 27(2), 123–133. https://doi.org/10.24181/tarekoder.938925
Authors
Copyright (c) 2024 Loso Judijanto, Amin Zaki, Faisal Razak

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.