智慧农业领域人工智能大模型的应用探索  

Application Exploration of Artificial Intelligent Large Models in the Field of Smart Agriculture

作　　者：张梓强 Ziqiang Zhang(Jiangsu Sansheng Information Technology Co.,LTD.,Nanjing 210014)

机构地区：[1]江苏叁拾叁信息技术有限公司,南京210014

出　　处：《中国农机装备》2025年第2期94-96,共3页China Agricultural Machinery Equipment

摘　　要：在智慧农业领域,人工智能大模型的应用正引领农业现代化的快速发展。在介绍人工智能大模型基本概念的基础上,分析了智慧农业的现状与挑战,探讨了人工智能大模型在智慧农业中的具体应用,包括作物病虫害检测与预测、智能灌溉系统与水资源管理、作物生长监测与产量预测以及农业机器人与自动化作业。人工智能大模型给农业生产带来了显著的革新与优势,如提高农业生产效率与产量、降低资源消耗与环境影响、优化决策制定与风险管理,为实现农业可持续发展提供了重要支持。The application of large-scale artificial intelligence models is leading a new wave of agricultural modernization in the field of smart agriculture.Based on introduction to the concepts of large-scale AI models,current status and challenges of smart agriculture were analyzed,specific applications of large-scale AI models in smart agriculture were discussed including crop pest and disease detection and prediction,intelligent irrigation systems and water resource management,crop growth monitoring and yield forecasting,as well as agricultural robots and automatic operations.The innovations and advantages brought by large-scale AI models were summarized such as improving agricultural production efficiency and yield,reducing resource consumption and environmental impact and optimizing decision-making and risk management,which provided significant support for achieving sustainable development of agriculture.

关 键 词：智慧农业 人工智能 模型 应用 

分 类 号：TP18[自动化与计算机技术—控制理论与控制工程] S126[自动化与计算机技术—控制科学与工程]