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Tao Pan

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

4

DOWNLOADS

180

TOTAL CITATIONS

0

Scholarly Papers (4)

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1.

Unraveling Scale-Dependent Relationships Among Ecological Services Using a Machine Learning and PLS-SEM Approach in Northeast China

Number of pages: 55 Posted: 20 Sep 2025
Eslam Rashad, Yujie Liu, Da Lü, Ahmed Refaee and Tao Pan
affiliation not provided to SSRN, Chinese Academy of Sciences (CAS) - University of Chinese Academy of Sciences, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 68 (899,324)

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Scale dependence, PLS-SEM, Northeast China, Ecosystem services, Trade-off and synergy, XGBoost-SHAP model

2.

How Ecosystem Services Relationships Shift Across Scales: Insights from Explainable Machine Learning and Causal Analysis in Northeast China

Number of pages: 39 Posted: 22 Nov 2025
Eslam Rashad, Yujie Liu, Da Lü, Ahmed Refaee and Tao Pan
affiliation not provided to SSRN, Chinese Academy of Sciences (CAS) - University of Chinese Academy of Sciences, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 53 (1,052,702)

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Scale dependence, PLS-SEM, Northeast China, Ecosystem services, Trade-off and synergy, XGBoost-SHAP model

3.

Predicting Soil Erosion Hotspots for Sustainable Land Management: Integrating Land Use Change Models and Climate Projections

Number of pages: 29 Posted: 29 Mar 2025
Eslam Rashad, Yujie Liu, Zhaoyang Shi, Ahmed Refaee and Tao Pan
affiliation not provided to SSRN, Chinese Academy of Sciences (CAS) - University of Chinese Academy of Sciences, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 37 (1,249,711)

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Climate change, Soil erosion, Qinghai-Tibet Plateau, CA-Markov, InVEST model, CMIP6

4.

Transforming Future Dietary Patterns to Reduce Environment Pressure and Health Risks in China

Number of pages: 20 Posted: 19 Apr 2024
Jiahao Chen, Yujie Liu, Qinghua Tan, Ermei Zhang and Tao Pan
affiliation not provided to SSRN, Chinese Academy of Sciences (CAS) - University of Chinese Academy of Sciences, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 22 (1,436,435)

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dietary change, Carbon emission, enviroment pressure, health risk