农业工程2025，Vol.15Issue(2)：58-66,9.DOI:10.19998/j.cnki.2095-1795.202502309
智慧设施园艺研究进展与前沿热点
Research progress and frontier hotspot of intelligent facility horticulture
摘要
Abstract
Intelligent facility horticulture aims to apply modern technology in facility agriculture production and realizes automation,di-gitalization,networking,and intellectualization of production.To comprehensively understand research trends,frontiers and hot top-ics of intelligent facility horticulture in domestic and foreign countries,bibliometrics methods and core papers retrieval platform in Web of Science were used to analyze global research trends,main research contents,and frontier hot spots from 781 research literatures in field of intelligent facilities horticulture from 2002 to 2022.Results showed that intelligent facility horticulture had developed rapidly after 2017,with several publications from 2018 to 2022 accounting for 74.56%of the total number of publications.In general,intelli-gent facility horticulture presented an interdisciplinary research direction led by agronomy and engineering,top five countries with the largest number of publications were China,the United States,South Korea,Spain,and Italy.China Agricultural University,Min-istry of Agriculture and Rural Affairs of the PRC,Chinese Academy of Sciences,Nanjing Agricultural University,and Beijing Academy of Agriculture and Forestry Sciences ranked among the world's top 15 in terms of publications,accounting for 32.34%.Through cluster analysis,intelligent facility horticulture research focused on water and fertilizer control and robotic operation based on automation technology,crop growth monitoring based on internet of things monitoring coupled with machine learning and vis-ion,and greenhouse energy management system research.Among them,computer vision was a technology involving pattern recogni-tion,image processing,and machine learning to realize crop growth monitoring,pest and disease identification,and quality monitor-ing in facility horticulture,which is a frontier hotspot in intelligent facility horticulture research.关键词
智慧设施园艺/文献计量学/计算机视觉技术/智能化/智慧农业/设施农业Key words
intelligent facility horticulture/bibliometrics/computer vision technology/intellectualization/smart agriculture/facility agriculture分类
农业科技引用本文复制引用
路鹏,郑文刚,张钟莉莉,吕芯悦,史凯丽,刘长斌..智慧设施园艺研究进展与前沿热点[J].农业工程,2025,15(2):58-66,9.基金项目
国家自然科学基金项目(52379035) （52379035）
云南省科技厅科技计划项目(202302AE09002001) （202302AE09002001）
北京市农林科学院优秀青年基金项目(YXQN202304) （YXQN202304）
北京市科技新星计划资助项目(20230484375) （20230484375）
