摘要
为深入探究人工智能与农村产业融合之间的耦合协调关系,本文以2010—2022年中国30个省份面板数据为基础,在科学测度人工智能发展水平及农村产业融合的基础上,通过耦合协调度模型对人工智能与农村产业融合耦合协调关系的时空特征及区域差异展开了深入分析。研究结果显示:(1)人工智能与农村产业融合耦合协调度在时间维度上呈现“高耦合、低协调、稳步提升”的演进特征。耦合度始终维持在高位区,而耦合协调度随着协调度的不断改善在稳步提升,但总体上仍然处于濒临失调的状态;(2)耦合协调度在空间演化上呈现“波动上升、网络强化”的演化趋势。各省份间的空间依赖关系日益紧密,空间集聚特征不断强化;(3)耦合协调度在空间差异上表现出“东部领先、中部追赶、西部滞后”的分布格局。东部地区凭借技术、经济、人才优势处于领先位置,中部地区稳步跟进,而西部地区则处于发展洼地。对此,要通过构建系统融合的发展体系、强化协同发展的网络构建、实施差异化的区域策略来提升人工智能与农村产业融合耦合协调水平。
In order to further explore the coupling and coordination relationship between artificial intelligence and rural industrial integration,this paper takes 30 provinces in China from 2010 to 2022 as observation samples,and conducts an in-depth analysis of the spatio-temporal characteristics and regional differences of the coupling and coordination relationship between artificial intelligence and rural industrial integration through the coupling coordination degree model on the basis of scientific measurement of the development level of artificial intelligence and rural industrial integration.The results show that:(1)The coupling coordination degree of artificial intelligence and rural industrial integration shows the evolution characteristics of"high coupling,low coordination,and steady improvement"in the time dimension.The coupling degree has always been maintained in the high area,while the coupling coordination degree has been steadily increasing with the continuous improvement of the coordination degree,but it is still in a state of endangered imbalance.(2)The coupling coordination degree shows an evolutionary trend of"fluctuation increase and network strengthening"in spatial evolution.The spatial dependence between provinces is becoming increasingly close,and the characteristics of spatial agglomeration are constantly strengthened.(3)The coupling coordination degree shows a distribution pattern of"leading in the east,catching up in the middle,and lagging behind in the west"in terms of spatial differences.The eastern region is in a leading position with its advantages in technology,economy and talents,the central region is steadily following suit,while the western region is in a development depression.In this regard,it is necessary to improve the level of coupling and coordination of artificial intelligence and rural industry integration by building a systematic integration development system,strengthening the network construction of coordinated development,and implementing differentiated regional strategies.
作者
魏湘粤
卢向阳
WEI Xiangyue;LU Xiangyang(Hunan Agricultural University,Changsha,Hunan 410128)
出处
《现代农业研究》
2025年第9期77-87,共11页
Modern Agriculture Research
基金
湖南省社科基金项目“乡村振兴背景下农业公共品牌生态系统构建研究”(项目编号:22JL004)
湖南省研究生科研创新项目“农业企业ESG对环境绩效的影响机制研究”(项目编号:CX20251131)。
关键词
人工智能
农村产业融合
耦合协调度
时空演化
artificial intelligence
rural industrial integration
coupling coordination
spatiotemporal evolution
