Characterizing the relationship between the spatial range of influence of urban land characteristics and surface temperature using geospatial explainable artificial intelligence models

The Urban Heat Island (UHI) effect leads to increased energy consumption, and a decline in urban residents' quality of life. Therefore, quantitatively analyzing this phenomenon and developing mitigation strategies is of critical importance. This study applies a Geo-Explainable Artificial Intelligenc...

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Principais autores:	Gunwon Lee, Youngtae Cho, Yuhan Han, Geunhan Kim
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Taylor & Francis Group 2025-12-01
coleção:	International Journal of Digital Earth
Assuntos:	Urban heat Island land surface temperature geospatial explainable artificial intelligence gradient boosting model shapley additive explanations
Acesso em linha:	https://www.tandfonline.com/doi/10.1080/17538947.2025.2583833
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