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Dynamic Three-Dimensional Zoning of Ecosystem Service Interactions Under Future Land-Use Scenarios: A Songnen Plain Case Study

Dynamic trade-offs and synergies among ecosystem services (ESs) are highly sensitive to land-use change, spatial scale, and future uncertainty. However, most ES-based zoning studies rely on static assessments that overlook temporal dynamics and scenario robustness. To address this limitation, we pro...

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Principais autores: Sisi Yu, Zhanzhong Tang, Li Yang, Jiacheng Huang, Aihui Jiang, Shangshu Cai, Kun Jin
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2026-06-01
Serier:Remote Sensing
Fag:
ecosystem services
trade-offs and synergies
land-use scenarios
ecological zoning
XGBoost–SHAP
Songnen Plain
Online adgang:https://www.mdpi.com/2072-4292/18/12/2014
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