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This study analyzes park cooling in Berlin using modeled land surface temperature data and buffer-based cooling indices. A Random Forest model is trained on 152 urban green spaces to identify key structural, vegetative, and land-use drivers of cooling. Model interpretability is assessed using PFI, SHAP, and PDP.

  • Updated Jun 10, 2026
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