Analysis of the impact mechanisms and driving factors of urban spatial morphology on urban heat islands

Analysis of the impact mechanisms and driving factors of urban spatial morphology on urban heat islands

Abstract The intensity of urban heat islands (UHI) is closely related to urban underlying surface characteristics. This study investigates the effects of underlying surfaces on land surface temperature (LST) in the highly urbanized central districts and rapidly developing peri-urban areas of Tianjin...

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Bibliographic Details
Main Authors: Caiyi Huang, Ke Liu, Tianyi Ma, Hang Xue, Pengfei Wang, Lin Li
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Subjects:
Drivers
LST
SHAP
UHI
Urban spatial form
XGBoost
Online Access:https://doi.org/10.1038/s41598-025-04025-0
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