摘要
为研究甘肃省A级旅游景区时空分布特征,文章基于最近邻指数、核密度分析、重心迁移、随机森林模型对甘肃省2012—2023年A级旅游景区时空分布特征及影响因素展开研究。研究结果表明:2012—2023年甘肃省A级旅游景区数量呈稳步增长的态势;甘肃省A级旅游景区的空间分布整体呈“链珠式,两级多核”的分布格局,且东南区域旅游景区分布密度较为集中,A级旅游景区空间分布的重心自2012—2023年大致沿西北向东南方向发生迁移;游客接待人次、星级酒店数量和年累计降水量是甘肃省A级旅游景区分布格局中3个重要的正向因子,而温度和海拔是2个制约因素。研究结果可为优化区域旅游资源空间布局提供理论支持。
In order to study the spatial and temporal distribution characteristics of A-level tourist attractions in Gansu Province,this paperstudies the spatial and temporal distribution characteristics and influencing factors of A level tourist attractions in Gansu Province from 2012 to 2023 based on nearest neighbor index,geographical concen-tration index,nuclear density analysis,gravity shift and random forest model.The results show that:The number of A-level tourist attractions in Gansu Province from 2012 to 2023 has increased steadily.The spatial distribution of A-level tourist attractions in Gansu Province shows the overall distribution pattern of"chain bead,two-level multi core",and the distribution density of tourist attractions in southeast region is relatively concentrated.From 2012 to 2023,the center of gravity of the spatial distribution of A-level tourist attractions shifted from northwest to south-east.The number of tourists arrivals,the number of star-rated hotels and the annual cumulative precipitation are three important positive factors in the distribution pattern of A-level tourist attractions in Gansu Province.Tempera-ture and altitude are the two major constraints.The research results can provide theoretical support for optimizing the spatial layout of regional tourism resources.
作者
吴雪岩
夏梓洋
邵立伟
冯旭蓉
邓浩
WU Xueyan;XIA Ziyang;SHAO Liwei;FENG Xurong;DENG Hao(School of Economics Trade and Management,Xinjiang Institute of Technology,Aksu Xinjiang 843110,China)
出处
《甘肃科技纵横》
2024年第6期50-57,共8页
Gansu Science and Technology Information
关键词
A级旅游景区
时空演变特征
影响因素
随机森林
甘肃省
A-level tourist attractions
spatio-temporal evolution characteristics
influencing factors
random forest
Gansu Province