Grading surface urban heat island and investigating factor weight based on interpretable deep learning model across global cities

Grading surface urban heat island and investigating factor weight based on interpretable deep learning model across global cities

Significant urbanization resulted in increasing surface urban heat island (SUHI) that caused negative impacts on urban ecological environment, and residential comfort. Accurately monitoring the spatiotemporal variations and understanding controls of SUHI were essential to propose effective mitigatio...

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Bibliographic Details
Main Authors: Kangning Li, Yunhao Chen, Jinbao Jiang
Format: Article
Language:English
Published: Elsevier 2023-10-01
Series:Environment International
Subjects:
Surface urban heat island
City grades
Factor weight
Different indicators
Interpretable deep learning model
Global cities
Online Access:http://www.sciencedirect.com/science/article/pii/S0160412023004695

Internet

http://www.sciencedirect.com/science/article/pii/S0160412023004695

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