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

ZHOU Yao
{"title":"Direct and indirect impacts of urbanization on ecosystem health based on PLS-SEM in Xiangyang, China","authors":"ZHOU Yao","doi":"10.21203/rs.3.rs-3593308/v1","DOIUrl":null,"url":null,"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.","PeriodicalId":500086,"journal":{"name":"Research Square (Research Square)","volume":"11 2","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-11-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Research Square (Research Square)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.21203/rs.3.rs-3593308/v1","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

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.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
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。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Event Reduction in Localization of DES Supervisory Control Semantic Relational Extraction via Learning Syntactic Structural Representation Vehicle Tracking System using Sensor Fusion with Signal Loss Compensation Automotive Tracking System with Signal Lost Compensation Bridging the Gap: Assessing the Integration of Artificial Intelligence in Healthcare for Improved Efficiency and Doctor Adaptability.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1