Identifying trade-offs and synergies among land use functions using an XGBoost-SHAP model: A case study of Kunming, China

Identifying trade-offs and synergies among land use functions using an XGBoost-SHAP model: A case study of Kunming, China

Exploring the spatial non-stationarity and driving mechanisms of trade-offs/synergies among land use functions(LUFs), which are crucial for effectively alleviating human-land conflicts and enhancing the overall benefits and sustainable development of regional territorial space. While most existing s...

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Bibliographic Details
Main Authors: Kun Li, Junsan Zhao, Yongping Li, Yilin Lin
Format: Article
Language:English
Published: Elsevier 2025-03-01
Series:Ecological Indicators
Subjects:
Production-Living-Ecological function
Trade-offs/synergies
Influence factors
Nonlinear coupling
Threshold effect
Online Access:http://www.sciencedirect.com/science/article/pii/S1470160X25002614
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