Exploring the differential responses of ecosystem services to urbanization: A perspective from the metropolitan area as a whole and internal service bundles

Exploring the differential responses of ecosystem services to urbanization: A perspective from the metropolitan area as a whole and internal service bundles

Rapid economic growth and urban expansion have significantly disrupted the original structure and functions of ecosystems. Achieving a balanced development between the economy and ecology has become a critical challenge. Current research on urbanization and ecosystem services often fails to differen...

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Bibliographic Details
Main Authors: Xianxin Meng, Zhenxiang Ling, Yingbiao Chen, Xiaohao Zheng, Xianghua Shi, Junyu Kuang, Wentao Chen, Yifan Yang, Zhifeng Wu, Zihao Zheng
Format: Article
Language:English
Published: Elsevier 2025-07-01
Series:Ecological Indicators
Subjects:
Ecosystem services
Urbanization
XGBoost-SHAP model
SOM-FCM model
Urban agglomerations
Online Access:http://www.sciencedirect.com/science/article/pii/S1470160X25006156
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