articleBuilding and EnvironmentJan 14, 2025Closed access

Unveiling differential impacts of multidimensional urban morphology on heat island effect across local climate zones: Interpretable CatBoost-SHAP machine learning model

QLQiqi LiuHTHang TianYWYunfei Wu

Seoul National University · Nanjing Forestry University

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62
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39.24
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100%
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3

Topics & keywords

Topics
Keywords
  • Urban heat island
  • Urban morphology
  • Environmental science
  • Differential (mechanical device)
  • Morphology (biology)
  • Physical geography
  • Machine learning
  • Computer science
UN Sustainable Development Goals
  • Climate action
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