Prioritizing environmental determinants of urban heat islands: A machine learning study for major cities in China

Prioritizing environmental determinants of urban heat islands: A machine learning study for major cities in China

The exacerbated thermal environment in cities, with the urban heat island (UHI) effect as a prominent example, has been the source of many adverse urban environmental issues, including the increase of health risks, degradation of air quality and ecosystem services, and reduced resiliency of engineer...

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Bibliographic Details
Main Authors:	Haoran Hou, Qianqiu Longyang, Hongbo Su, Ruijie Zeng, Tianfang Xu, Zhi-Hua Wang
Format:	Article
Language:	English
Published:	Elsevier 2023-08-01
Series:	International Journal of Applied Earth Observations and Geoinformation
Subjects:	Albedo Land surface temperature Normalized difference vegetation index (NDVI) Random forest Urban heat island Urban morphology
Online Access:	http://www.sciencedirect.com/science/article/pii/S1569843223002352

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