A New Approach for Understanding Urban Microclimate by Integrating Complementary Predictors at Different Scales in Regression and Machine Learning Models

A New Approach for Understanding Urban Microclimate by Integrating Complementary Predictors at Different Scales in Regression and Machine Learning Models

Climate change is a major contemporary phenomenon with multiple consequences. In urban areas, it exacerbates the urban heat island phenomenon. It impacts the health of the inhabitants and the sensation of thermal discomfort felt in urban areas. Thus, it is necessary to estimate as well as possible t...

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Bibliographic Details
Main Authors: Lucille Alonso, Florent Renard
Format: Article
Language:English
Published: MDPI AG 2020-07-01
Series:Remote Sensing
Subjects:
air temperature
surface temperature
LiDAR
multiple linear regression
Landsat 8
urban heat island
Online Access:https://www.mdpi.com/2072-4292/12/15/2434

Internet

https://www.mdpi.com/2072-4292/12/15/2434

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