Research on the Applications of Artificial Intelligence in Agriculture
DOI:
https://doi.org/10.54097/4e5gnx04Keywords:
AI, Agriculture, Applications.Abstract
With the continuous growth of the global population, agricultural production faces unprecedented challenges. Traditional agricultural methods exhibit numerous deficiencies in food production, quality control, and environmental protection, necessitating urgent intervention by modern technologies. This paper investigates the application of artificial intelligence (AI) technology in the agricultural sector, exploring its significant contributions to enhancing agricultural production efficiency, precision, and sustainability. Drawing on the research findings of several scholars, this paper demonstrates specific applications of AI in soil moisture classification, unmanned aerial vehicle (UAV) thermal imaging for nest detection, and crop health monitoring. Additionally, this paper discusses the crucial role of AI technology in the modernization of agriculture in China, particularly its potential in cultivating intelligent agricultural talents and promoting high-quality agricultural development. In summary, AI is injecting new vitality into modern agriculture with its unique advantages, driving agriculture towards green and sustainable development. Through efforts in intelligent machinery, precision agriculture, and talent development, AI presents a promising outlook for its application in agriculture, offering new perspectives and solutions to address global agricultural challenges.
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[1] Wang Y., & Zheng, Z.. Artificial Intelligence Technology in the Field of Agriculture: Application Directions and Development Paths. Information and Communication Technology and Policy, 45 (6), 29-31, (2019).
[2] Jiang X. A Review of the Application of Artificial Intelligence in Modern Agriculture in China. DOI: Cnki:sunxdxk.0.2019-05-068, (2019).
[3] Wang T. Agricultural Artificial Intelligence Technology: The Wings of Modern Agricultural Science and Technology. https://journal.scau.edu.cn/cn/article/doi/10.7671/j.issn.1001-411X.202008045, (2020).
[4] Ding T. Wu M. Application and Prospects of Artificial Intelligence in Agricultural Development. DOI: CNKI:TXSJ.0.2019-09-231, (2019).
[5] Li X. Ma D. Agricultural Artificial Intelligence Technology: The Wings of Modern Agricultural Science and Technology. https://xuebao.scau.edu.cn/zr/html/2020/6/2020 0601.htm, (2020).
[6] Agricultural intelligence has entered the "just-needed era", and Weishi Intelligent machine Vision Laboratory enables the training of new agricultural talents. - Industrial Control Information - Industrial Control Classroom (gkket.com).
[7] Li, M., Ma, X., Zhang, H., Zhou, M., Wang, J., & Duan, G.. Smart Agriculture—Applications and Prospects of AI in the Field of Agriculture. https://xueshu.baidu.com/usercenter/paper/show?paperid=efdc3efbd78aff4894dddde24c79b5c2.
[8] Cunbing G. Discussion on Application and Development Path of Artificial Intelligence Technology in China Agricultural Field. 2020 International Conference on Artificial Intelligence and Education (2020).
[9] Tang Huajun: Smart agriculture -- Enabling the modernization and high-quality development of agriculture! - Gansu Sea Innovation Energy Technology Co., LTD. (helio-innova.com)
[10] Gao X, Lu T, Liu P, et al. A Soil Moisture Classification Model Based on SVM Used in Agricultural WSN, 2014 IEEE 7th Joint International Information Technology and Artificial Intelligence Conference (2014).
[11] Santangeli A, Chen Y, Kluen E, et al. Integrating drone-borne thermal imaging with artificial intelligence to locate bird nests on agricultural land. Scientific Reports, 10 (1), (2020).
[12] Bhadu A. Application and Participation of Artificial Intelligence in Agriculture. Journal of University of Shanghai for Science and Technology, (2021).
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