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从地理空间视角探究影响城市公园使用的因素:以中国福州为例的大数据研究。

Exploring Factors Affecting Urban Park Use from a Geospatial Perspective: A Big Data Study in Fuzhou, China.

机构信息

College of Landscape Architecture and Art, Jiangxi Agricultural University, Nanchang 330045, China.

College of Resources and Environmental Sciences, Quanzhou Normal University, Quanzhou 362000, China.

出版信息

Int J Environ Res Public Health. 2023 Feb 27;20(5):4237. doi: 10.3390/ijerph20054237.

Abstract

Promoting research on urban park use is important for developing the ecological and environmental health benefits of parks. This study proposes uniquely integrated methods combined with big data to measure urban park use. It combines comprehensive geographic detectors and multiscale geographically weighted regression from a geospatial perspective to quantify the individual and interactive effects of the parks' characteristics, accessibility, and surrounding environment features on weekday and weekend park use. The study also explores the degree of influence of spatial changes. The results indicate that the park-surrounding facilities and services factor contributed most to use, while its interaction effect with park service capacity had the greatest impact on park use. The interaction effects showed binary or nonlinear enhancement. This suggests that park use should be promoted within multiple dimensions. Many influencing factors had significant changes in the geographic space, suggesting that city-level park zoning construction should be adopted. Finally, park use was found to be affected by users' subjective preference on weekends and convenience factors on weekdays. These findings provide a theoretical basis for the influencing mechanisms of urban park use, which can help urban planners and policymakers formulate more specific policies to successfully manage and plan urban parks.

摘要

促进城市公园使用的研究对于发挥公园的生态和环境健康效益非常重要。本研究提出了独特的综合方法,结合大数据来衡量城市公园的使用情况。它从地理空间的角度结合了综合地理探测器和多尺度地理加权回归,以量化公园特征、可达性和周围环境特征对工作日和周末公园使用的单独和交互影响。该研究还探讨了空间变化的影响程度。结果表明,公园周边设施和服务因素对使用的贡献最大,而其与公园服务能力的交互效应对公园使用的影响最大。交互效应显示出二元或非线性增强。这表明应该从多个维度促进公园的使用。许多影响因素在地理空间上发生了显著变化,这表明应该采用城市级公园分区建设。最后,发现公园使用受到用户周末主观偏好和工作日便利性因素的影响。这些发现为城市公园使用的影响机制提供了理论依据,有助于城市规划者和政策制定者制定更具体的政策来成功管理和规划城市公园。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b9f9/10002407/91d0340e624c/ijerph-20-04237-g001.jpg

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