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A geographical detector study on factors influencing urban park use in Nanjing, China

机译:中国南京城市公园使用因素的地理探测器研究

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摘要

Even though urban parks are widely recognized to be of immense benefits for urban residents and environment alike, developing a direct and effective method to estimate urban park use and decipher its influencing mech-anisms remain to be challenging. In this study, an urban park use index is proposed to quantitatively estimate urban park use based on the Baidu heat map data in Nanjing region. Besides, a geographical detector is applied to quantify individual and interactive influences of the internal and external factors on urban park use. The evi-dence shows that park-surrounding facilities have the greatest influence among all driving factors. Moreover, compared with the individual influences of driving factors on urban park use, the interactive effects between each pair of driving factors are manifested as bivariate enhanced or nonlinear enhanced. These findings provide an effective means to examine and reveal the influencing mechanisms of urban park use, which can assist urban planners and policy makers to frame more specific policies aimed at successful urban park management and planning.
机译:尽管人们普遍认为城市公园对城市居民和环境都有巨大的好处,但开发一种直接有效的方法来估计城市公园的使用并破译其影响机制仍然具有挑战性。在本研究中,基于南京地区百度热图数据,提出了一个城市公园使用指数来定量估计城市公园的使用。此外,地理检测器还用于量化城市公园使用的内部和外部因素的个体和交互影响。结果表明,在所有驱动因素中,公园周边设施的影响最大。此外,与驱动因素对城市公园利用的个体影响相比,每对驱动因素之间的交互作用表现为双变量增强或非线性增强。这些发现为研究和揭示城市公园使用的影响机制提供了一种有效的手段,可以帮助城市规划者和决策者制定更具体的政策,以实现成功的城市公园管理和规划。

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