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Improving the local climate zone classification with building height, imperviousness, and machine learning for urban models

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The Local Climate Zone (LCZ) classification is already widely used in urban heat island and other climate studies. The current classification method does not incorporate crucial urban auxiliary GIS data on building height and imperviousness that could signific... ...