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    Evaluation and Analysis of Urban Ecosystem Health with an Optimized Machine-Learning Model to Promote Ecological Differentiated Management in Metropolitan Areas

    Source: Journal of Urban Planning and Development:;2025:;Volume ( 151 ):;issue: 004::page 04025069-1
    Author:
    Chen, Junfei
    ,
    Wang, Yu
    ,
    Ding, Tonghui
    ,
    Yan, Xiaodong
    DOI: 10.1061/JUPDDM.UPENG-5598
    Publisher: American Society of Civil Engineers
    Abstract: Abstract Ecosystem health assessment is a prerequisite for understanding the dynamics of urban ecosystems. However, there is a lack of response analysis of urban ecosystem health before and after considering the material flows of key ecosystem services. ... Practical Applications As climate change and human activities intensify, urban ecosystems face mounting pressure, resulting in increased instability. A comprehensive and multidimensional assessment of urban ecosystem health is essential to mitigate ...
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      Evaluation and Analysis of Urban Ecosystem Health with an Optimized Machine-Learning Model to Promote Ecological Differentiated Management in Metropolitan Areas

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    https://yetl.yabesh.ir/yetl1/handle/yetl/4313793
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    • Journal of Urban Planning and Development

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    contributor authorChen, Junfei
    contributor authorWang, Yu
    contributor authorDing, Tonghui
    contributor authorYan, Xiaodong
    date accessioned2026-08-20T20:59:56Z
    date available2026-08-20T20:59:56Z
    date copyright2025/10/08
    date issued2025
    identifier otherJUPDDM.UPENG-5598.pdf
    identifier urihttp://yetl.yabesh.ir/yetl1/handle/yetl/4313793
    description abstractAbstract Ecosystem health assessment is a prerequisite for understanding the dynamics of urban ecosystems. However, there is a lack of response analysis of urban ecosystem health before and after considering the material flows of key ecosystem services. ... Practical Applications As climate change and human activities intensify, urban ecosystems face mounting pressure, resulting in increased instability. A comprehensive and multidimensional assessment of urban ecosystem health is essential to mitigate ...
    publisherAmerican Society of Civil Engineers
    titleEvaluation and Analysis of Urban Ecosystem Health with an Optimized Machine-Learning Model to Promote Ecological Differentiated Management in Metropolitan Areas
    typeJournal Article
    journal volume151
    journal issue4
    journal titleJournal of Urban Planning and Development
    identifier doi10.1061/JUPDDM.UPENG-5598
    journal fristpage04025069-1
    journal lastpage04025069-17
    page17
    treeJournal of Urban Planning and Development:;2025:;Volume ( 151 ):;issue: 004
    contenttypeFulltext
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