首页|基于POI数据的乡村旅游资源空间分布特征——以天津市蓟州区为例

基于POI数据的乡村旅游资源空间分布特征——以天津市蓟州区为例

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为探讨蓟州区乡村旅游资源点的空间分布特征及其影响因素,推动乡村旅游产业发展,优化乡村旅游资源空间结构,本研究以蓟州区乡村旅游资源POI数据为研究基础对旅游资源进行分类,利用标准差椭圆、地理集中指数、基尼系数以及核密度估计分析等方法,研究蓟州区乡村旅游资源空间分布特征,结合地理探测器的研究方法对其影响因素进行探测识别。结果表明,蓟州区乡村旅游资源空间分布呈现出三大特性,即景区依赖性、集聚性和向心性,以"一片区,两个增长极"的空间集聚格局为主,总体特征表现为北部密度高、南部密度低。各类乡村旅游资源分布特征具有差异性:自然旅游资源分布于蓟州区西部与北部,以A级旅游景区为核心吸引物形成集聚格局,并通过极化效应推动乡村旅游资源在集聚区内进一步增加;人文旅游资源主要分布于蓟州区中部与西部,呈现出以增长极为主的空间集聚格局。地理探测器分析结果显示,乡村旅游资源的空间集聚格局是基于自然本底因素形成,并受到社会经济和客源吸引潜力因素的共同驱动,影响因素按解释能力从高到低分别为海拔高度(0。81)、A级旅游景区数量(0。68)、旅游发展政策(0。55)、旅游收入(0。53)。自然本底奠定了空间集聚的资源基础,A级旅游景区作为空间集聚的核心增长极,旅游发展政策引导强化了其地域根植性,而经济社会因素又影响着空间集聚的市场规模。双因子的交互效应比单因子的影响力高,产生非线性增强与双因子增强两种效应。研究表明,蓟州区乡村旅游资源在空间上呈集聚、不均衡的分布特征,受自然本底条件、社会经济水平及客源吸引潜力等因素的综合影响。
Study on the spatial distribution characteristics of rural tourism resources based on POI data:Jizhou District,Tianjin City as an example
To explore the spatial distribution characteristics of rural tourism resource points in Jizhou District and their influencing factors to provide a scientific basis for promoting the development of the rural tourism industry and optimizing the spatial structure of pastoral tourism resources in Jizhou District.The POI data of rural tourism resources in the Jizhou District was used as the research basis to classify tourism resources.The standard deviation ellipse,geographic concentration index,Gini index,and kernel density estimation analysis were used to study the spatial distribution characteristics of rural tourism resources in Jizhou District and to detect and identify their influencing factors by combining the research methods of geographic detectors.The spatial distribution of rural tourism resources in Jizhou District shows three significant characteristics:scenic area dependence,agglomeration,and centripetalism.The spatial clustering pattern of"one area,two growth poles"is the main feature.The overall characteristics are high density in the north and low density in the south.The distribution characteristics of various types of rural tourism resources are different:natural tourism resources are distributed in the west and north of Jizhou District,with A-class tourist attractions as the core attraction to form the agglomeration pattern,and through the polarization effect to promote the further increase of rural tourism resources in the agglomeration area;human tourism resources are mainly distributed in the central and west of Jizhou District,showing a spatial agglomeration pattern with growth poles as the primary focus.By analyzing influencing factors through geographic detectors,the formation of the spatial agglomeration pattern of rural tourism resources is based on natural background factors.Socio-economic and tourist attraction potential factors jointly drive it.Altitude(0.81),A-level tourist attractions number(0.68),tourism development policies(0.55),and tourism income(0.53)are influencing factors from high to low in terms of explanatory power.The natural background has laid the resource foundation for spatial agglomeration.A-level tourist attractions are the core growth poles of spatial agglomeration.Tourism development policy guidance has strengthened its regional rooting,and economic and social factors affect the market size of spatial agglomeration.The interaction effect of two factors is higher than that of a single factor,resulting in two effects of nonlinear enhancement and two-factor enhancement.The rural tourism resources in Jizhou District are characterized by agglomeration and unbalanced distribution in space,which is affected by factors such as natural background,economic society,and tourist attraction potential.

rural tourism resourcesPOI dataspatial distribution characteristicinfluencing factorJizhou District

佟盾、张戈、朱凤杰

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天津城建大学建筑学院,天津 300384

乡村旅游资源 POI数据 空间分布特征 影响因素 蓟州区

天津市艺术科学规划项目

B22024

2024

农业资源与环境学报
农业部环境保护科研监测所,中国农业生态环境保护协会

农业资源与环境学报

CSTPCD北大核心
影响因子:1.059
ISSN:2095-6819
年,卷(期):2024.41(1)
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