Identification and attribution analysis of integrated ecological zones based on the XGBoost-SHAP model: A case study of Chengdu, China

Identification and attribution analysis of integrated ecological zones based on the XGBoost-SHAP model: A case study of Chengdu, China

Rapid urbanization has intensified pressure on regional ecosystems, constraining sustainable development. Constructing a scientific ecological zoning framework is essential for environmental protection and refined territorial spatial management. Taking Chengdu, China, as a case study, this study dev...

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Bibliographic Details
Main Authors: Xiaobin Huang, Xiaosheng Liu, Yuanhang Jin, Xue Gao, Youliang Chen
Format: Article
Language:English
Published: Elsevier 2025-08-01
Series:Ecological Indicators
Subjects:
Characterization factors
Ecosystem service value
Ecological zoning
Landscape ecological risk
Machine learning
Online Access:http://www.sciencedirect.com/science/article/pii/S1470160X25007174
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