Aida Soraya Shamsuddin on Muck Rack

Aida Soraya Shamsuddin

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Articles

Spatiotemporal dynamics and nonlinear drivers of ecosystem service synergies and trade-offs in Shaanxi, China

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By Menghan Gao, Khai Lee, Aida Soraya Shamsuddin
| Nature
Abstract Spatiotemporal interactions among ecosystem services (ES) and their drivers are essential for sustainable landscape management. This study employs the Dynamic Ecosystem Trade-off Synergy Index (DETSI), local indicators of spatial association (LISA) and interpretable machine learning (XGBoost-SHAP) to assess ES synergies and trade-offs, examine nonlinear driver-response patterns, and identify threshold effects in Shaanxi Province, China, from 2000 to 2022.
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