Comparative analysis of key factors influencing urban green space in Mashhad, Iran (1988–2018)

Leila Rahmati, Toktam Hanaei
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Abstract

This paper analyzed the role of national economic factors, in addition to some key city-level variables, in the variation of the urban green space (UGS) in Mashhad City (Iran) during three decades (1998–2018). The correlation result revealed the effects of the increasing trend of land price, population rate, and construction of built-up areas in the decreasing trend of UGS in the study area (R from − 0.95 to -0.99 at p-value > 95%). Also, the country-level economic factors, i.e., GDP per capita, oil price, export total value, and FDI, represented the overall increasing trend from 1988 to 2018, correlating with the decrease of green space areas (R from − 0.76 to -0.92 at p-value > 75%). Some statistical analyses, such as the run-test, the skewness and kurtosis tests, the Kolmogorov-Smirnov test, and the ANOVA test were done to confirm the normality of the data distribution and reliability of the results. Ultimately, clustering the research variables based on the significance and confidence levels of the estimated correlation results revealed that the change in the oil price and national export values in the petroleum-dependent economy of Iran can be assumed as the lead key economic factors to fluctuate all city-level variables, particularly the UGS variations.
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影响伊朗马什哈德城市绿地的关键因素比较分析(1988-2018 年)
本文分析了伊朗马什哈德市三十年间(1998-2018 年)城市绿地(UGS)变化中除一些关键城市级变量外的国民经济因素的作用。相关结果显示,地价、人口比例和建成区建设的增长趋势对研究地区城市绿地减少趋势产生了影响(R 值从 - 0.95 到 -0.99,P 值大于 95%)。此外,国家层面的经济因素,即人均国内生产总值、石油价格、出口总值和外国直接投资,代表了从 1988 年到 2018 年的整体上升趋势,与绿地面积的减少相关(R 值从 - 0.76 到 -0.92,P 值 > 75%)。为了确认数据分布的正态性和结果的可靠性,还做了一些统计分析,如运行检验、偏度和峰度检验、Kolmogorov-Smirnov 检验和方差分析检验。最后,根据相关性估计结果的显著性和置信水平对研究变量进行聚类,发现在依赖石油的伊朗经济中,油价和国家出口值的变化可以被认为是导致所有城市级变量波动的主要经济因素,尤其是 UGS 的变化。
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