AGI for Agriculture
AGI for Agriculture
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DOI：
10.48550/arxiv.2304.06136
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发表时间：
2023-04
期刊：
影响因子：
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通讯作者：
G. Lu;Sheng Li;Gengchen Mai;Jin Sun;Dajiang Zhu;L. Chai;Haijian Sun;Xianqiao Wang;Haixing Dai
中科院分区：
文献类型：
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作者：
G. Lu;Sheng Li;Gengchen Mai;Jin Sun;Dajiang Zhu;L. Chai;Haijian Sun;Xianqiao Wang;Haixing Dai
通用人工智能 (AGI) 有望彻底改变各个领域，包括医疗保健、金融、交通和教育。在医疗保健领域，AGI 被用来分析临床医疗记录、识别患者数据模式并帮助患者管理。农业是影响全世界人民生活的另一个关键部门。它是提供粮食、纤维和燃料的基础，但也面临着气候变化、土壤退化、水资源短缺和粮食安全等挑战。 AGI 有潜力通过提高作物产量、减少浪费和促进可持续农业实践来解决这些问题。它还可以帮助农民利用实时数据做出明智的决策，从而实现更高效、更有效的农场管理。本文深入探讨了 AGI 在农业中的潜在应用，例如农业图像处理、自然语言处理（NLP）、机器人、知识图谱和基础设施，及其对精准牲畜和精准作物的影响。通过利用 AGI 的力量，这些新兴技术可以为农民提供可行的见解，从而优化决策并提高生产力。通用人工智能在农业领域的变革潜力是巨大的，本文旨在强调其彻底改变该行业的潜力。
Artificial General Intelligence (AGI) is poised to revolutionize a variety of sectors, including healthcare, finance, transportation, and education. Within healthcare, AGI is being utilized to analyze clinical medical notes, recognize patterns in patient data, and aid in patient management. Agriculture is another critical sector that impacts the lives of individuals worldwide. It serves as a foundation for providing food, fiber, and fuel, yet faces several challenges, such as climate change, soil degradation, water scarcity, and food security. AGI has the potential to tackle these issues by enhancing crop yields, reducing waste, and promoting sustainable farming practices. It can also help farmers make informed decisions by leveraging real-time data, leading to more efficient and effective farm management. This paper delves into the potential future applications of AGI in agriculture, such as agriculture image processing, natural language processing (NLP), robotics, knowledge graphs, and infrastructure, and their impact on precision livestock and precision crops. By leveraging the power of AGI, these emerging technologies can provide farmers with actionable insights, allowing for optimized decision-making and increased productivity. The transformative potential of AGI in agriculture is vast, and this paper aims to highlight its potential to revolutionize the industry.