人工智能技术在农业机械化中的应用研究进展
Research Progress on the Application of Artificial Intelligence Technologies in Agricultural Mechanization
鞠琪 1蔡子文 1白玉龙 2刘强德2
作者信息
- 1. 甘肃省农业科学院张掖节水农业试验站, 甘肃 张掖 734000
- 2. 甘肃省农业科学院农业经济与信息研究所, 甘肃 兰州 730070
- 折叠
摘要
人工智能技术的飞速发展加快了农业现代化的步伐,在学科交叉融合领域出现了"农业人工智能"模块,这对现代农业发展具有重要意义.通过查阅相关文献,介绍了农业人工智能发展现状及人工智能技术在农业机械化中的应用,包括农作物识别、检测,农作物病虫害诊断,农作物生产精准管理和农产品质量分拣等方面,综述了人工智能在以上应用中的关键技术及其在国内外的研究进展.
Abstract
The rapid development of artificial intelligence technology has accelerated the pace of agricultural modernization.In the field of interdisciplinary integration,the'agricultural artificial intelligence'module has emerged,which is of great significance to the development of modern agriculture.This paper reviews the key technologies covered by AI technology and their application in agricultural mechanization,including crop identification and testing,diagnosis of crop diseases and pests,precise management of crop production,and quality sorting of agricultural products,and summarizes the research progress in this field in combination with the current situation domestically and internationally.
关键词
农业机械化及其自动化/人工智能技术/农业人工智能Key words
Agricultural mechanization and automation/Artificial intelligence technology/Agricultural artificial intelligence引用本文复制引用
基金项目
甘肃省农业科学院重点研发计划(2021GAAS34)
出版年
2024
国家科技期刊平台
NSTL
万方数据