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Assessing the impact of natural environment and human activities on the ecological environmental quality based on RSEI in Inner Mongolia from 2000 to 2020
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DOI：10.1016/j.ecolind.2026.115274.png)
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Abstract
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• EEQ in Inner Mongolia shows a slight but clear improving trend with pronounced spatial heterogeneity over 2000–2020. • Seventeen natural and human factors are integrated to assess EEQ impacts. • XGBoost-SHAP framework identifies critical thresholds of key driving factors. • Nonlinear, threshold-dependent mechanisms underlying ecological changes are revealed.
Keywords:
Ecological environmental quality
RSEI
Nonlinear driving mechanisms
XGBoost-SHAP
Machine learning
Inner Mongolia
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