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$Spatiotemporal dynamics and environmental drivers of fractional vegetation cover in a Semi-Arid region using machine learning$

Spatiotemporal dynamics and environmental drivers of fractional vegetation cover in a Semi-Arid region using machine learning by Anees, Shoaib Ahmad, Mehmood, Kaleem, Muhammad, Sultan, Luo, Mi, Shahzad, Fahad, Khan, Waseem Razzaq

Published 2025
“…Complementary Extreme Gradient Boosting (XGBoost) modeling, interpreted through SHapley Additive exPlanations (SHAP) values, confirmed the dominant influence of elevation and temperature and provided nonlinear insights into vegetation-climate interactions. …”

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