What question did this study set out to answer?

This research aims to analyze the coordination between ecological resilience and economic resilience across two major river basins in China and identify key influencing factors.

July 10, 2026LandOpen Access

Spatiotemporal Evolution and Nonlinear Explanatory Factors of Ecological–Economic Resilience Coordination: An XGBoost-SHAP Analysis of Two Major River Basins in China

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Authors

ZHZhenhao HeXinyang Normal University JWJiexiao WangXinyang Normal University HJHuang JieXinyang Normal University

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Implication

Randomized trial examines the coordination of ecological and economic resilience in major Chinese river basins, suggesting strategic planning improvements.

Key Points

This research aims to analyze the coordination between ecological resilience and economic resilience across two major river basins in China and identify key influencing factors.
Analyzed data from 108 cities in the Yangtze River Economic Belt and 76 cities in the Yellow River Basin from 2005 to 2022.
Applied the entropy weight method, coupling coordination degree model, Dagum Gini coefficient, and XGBoost-SHAP framework to evaluate dynamics and factors.
Examined spatial differences and temporal progress in ecological-economic coordination.
Coupling coordination degree improved in both regions, with YREB achieving moderate coordination and YRB remaining at a lower coordination level.
Differences in coordination demonstrated a gradient from downstream to upstream areas, indicating more spatial differentiation in YREB.
Green technological innovation significantly influenced coordination in YREB, while digital infrastructure was the main factor in YRB.

Cite This Study

He et al. (2026) studied this question.

synapsesocial.com/papers/6a508e5b6eeac72a437a137d https://doi.org/10.3390/land15071224

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Implication

Randomized trial examines the coordination of ecological and economic resilience in major Chinese river basins, suggesting strategic planning improvements.

Spatiotemporal Evolution and Nonlinear Explanatory Factors of Ecological–Economic Resilience Coordination: An XGBoost-SHAP Analysis of Two Major River Basins in China

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Key Points

Cite This Study

Spatiotemporal Evolution and Nonlinear Explanatory Factors of Ecological–Economic Resilience Coordination: An XGBoost-SHAP Analysis of Two Major River Basins in China

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Implication

Key Points

Cite This Study

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