Direct and indirect impacts of urbanization on ecosystem health based on PLS-SEM in Xiangyang, China

ZHOU Yao
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Abstract

Abstract This study proposes a framework for investigating the direct and indirect impacts of urbanization on ecosystem health by introducing partial least squares structural equation model (PLS-SEM), the method is then applied to Xiangyang, Hubei Province, China. The validity and reliability evaluation show that PLS-SEM model is reasonable. The results showed that the level of ecosystem health in Xiangyang decreased significantly in 2010–2020. Only spatial urbanization (SU) had a direct impact on ecosystem health (-0.251/-0.262), showing a negative correlation. Population urbanization (PU) had an impact on economic urbanization (EU) (0.687/0.662), and economic urbanization (EU) had an impact on spatial urbanization (SU) (0.634/0.702). Population urbanization (PU) and economic urbanization (EU) have indirect effects on ecosystem health index (EHI). This study provides a quantitative method to determine the causes of the decline in ecosystem health, which is essential for more effective measures to maintain ecosystem health. The two objectives of this study are: (1) To establish a framework for analyzing the impacts of urbanization on ecosystem health; (2) To quantify the direct and indirect impacts and interactions of urbanization on ecosystem health.
基于PLS-SEM的城市化对襄阳生态系统健康的直接和间接影响
摘要本文通过引入偏最小二乘结构方程模型(PLS-SEM),构建了城镇化对生态系统健康的直接和间接影响研究框架,并以湖北襄阳为例进行了实证研究。效度和信度评价表明,PLS-SEM模型是合理的。结果表明:2010-2020年,襄阳地区生态系统健康水平显著下降;只有空间城市化对生态系统健康有直接影响(-0.251/-0.262),呈负相关。人口城镇化(PU)对经济城镇化(EU)有显著影响(0.687/0.662),经济城镇化(EU)对空间城镇化(SU)有显著影响(0.634/0.702)。人口城市化(PU)和经济城市化(EU)对生态系统健康指数(EHI)有间接影响。本研究为确定生态系统健康下降的原因提供了定量方法,为采取更有效的措施维持生态系统健康提供了必要的依据。本研究的两个目标是:(1)建立城市化对生态系统健康影响的分析框架;(2)量化城市化对生态系统健康的直接和间接影响及其相互作用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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