Investigating important urban characteristics in the formation of urban heat islands: a machine learning approach

Investigating important urban characteristics in the formation of urban heat islands: a machine learning approach

Abstract Despite the urban heat islands phenomenon has long been recognized as a major urban environmental problem, it was not until recently that this urban phenomenon gained attention from the discipline of urban planning. To integrate the findings of the urban heat islands research into the plann...

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Bibliographic Details
Main Author: Sanglim Yoo
Format: Article
Language:English
Published: SpringerOpen 2018-01-01
Series:Journal of Big Data
Subjects:
Urban heat island effect
Biophysical vulnerability
Socioeconomic vulnerability
Machine learning
Random forest
Variable selection
Online Access:http://link.springer.com/article/10.1186/s40537-018-0113-z

Internet

http://link.springer.com/article/10.1186/s40537-018-0113-z

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