首页|长三角一体化驱动下的乡村旅游的空间分布及其影响因素研究——基于POI数据挖掘

长三角一体化驱动下的乡村旅游的空间分布及其影响因素研究——基于POI数据挖掘

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长三角一体化是区域经济、产业、交通等领域的建设,促进乡村旅游即带动乡村产业的发展,进而有序推进长三角乡村旅游一体化.但现有长三角乡村景观的同质化现象与开发粗犷问题,影响了整个长三角区域乡村旅游的可持续性.文章以中国长三角一体化的政策为切入视角,首先用Python爬取乡村旅游POI数据,其次对长三角区域的乡村旅游资源的概念进行界定,结合相关规范进行创新分类,然后用最邻近点距离指数法(NNI)与核密度估计(KDE)的空间聚类方法分析长三角乡村旅游的空间格局特征,最后用地理探测器从自然条件、经济条件、农业条件、交通条件四个方面探究长三角乡村旅游空间分布的影响因素.
A Study on the Spatial Distribution and Influencing Factors of Rural Tourism Driven by the Integration of the Yangtze River Delta:Based on POI Data Mining
The integration of the Yangtze River Delta is the construction of regional economy,industry,transportation and other fields.Promoting rural tourism is to drive the development of rural industry,and then orderly promote the integration of rural tourism in the Yangtze River Delta.However,the homogeneity of the existing rural landscape in the Yangtze River Delta and the rough development problems affect the sustainability of rural tourism in the entire Yangtze River Delta region.From the perspective of China's Yangtze River Delta integration policy,this paper first uses Python to crawl the POI data of rural tourism,then defines the concept of rural tourism resources in the Yangtze River Delta region,and carries out innovative classification combined with relevant norms.Then it uses the nearest neighbor distance index(NNI)and kernel density estimation(KDE)spatial clustering method to analyze the spatial pattern characteristics of rural tourism in the Yangtze River Delta.Finally,it uses geographical detectors to explore the influencing factors of the spatial distribution of rural tourism in the Yangtze River Delta from four aspects:natural conditions,economic conditions,agricultural conditions and traffic conditions.

rural tourismspatial divergenceinfluencing factorsgeodetector

杨雨昕、王伟武

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浙江大学建筑工程学院

空间分异 乡村旅游 影响因素 地理探测器

2024

建筑与文化
世纪图书出版公司

建筑与文化

影响因子:0.173
ISSN:1672-4909
年,卷(期):2024.(9)