Evaluating Ecological Vulnerability and Its Driving Mechanisms in the Dongting Lake Region from a Multi-Method Integrated Perspective: Based on Geodetector and Explainable Machine Learning

Evaluating Ecological Vulnerability and Its Driving Mechanisms in the Dongting Lake Region from a Multi-Method Integrated Perspective: Based on Geodetector and Explainable Machine Learning

This study focuses on the Dongting Lake region in China and evaluates ecological vulnerability using the Sensitivity–Resilience–Pressure (SRP) framework, integrated with Spatial Principal Component Analysis (SPCA) to calculate the Ecological Vulnerability Index (EVI). The EVI values were classified...

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Bibliographic Details
Main Authors: Fuchao Li, Tian Nan, Huang Zhang, Kun Luo, Kui Xiang, Yi Peng
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Land
Subjects:
ecological vulnerability
Dongting Lake region
SRP model
Geodetector
machine learning
Online Access:https://www.mdpi.com/2073-445X/14/7/1435
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