Evaluating the Effects of Urbanization Evolution on Air Temperature Trends Using Nightlight Satellite Data

Confounding factors like urbanization and land-use change could introduce uncertainty to the estimation of global temperature trends related to climate change. In this work, we introduce a new way to investigate the nexus between temporal trends of temperature and urbanization data at the global sca...

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Main Authors: Roberta Paranunzio, Serena Ceola, Francesco Laio, Alberto Montanari
Format: Article
Language:English
Published: MDPI AG 2019-03-01
Series:Atmosphere
Subjects:
Online Access:http://www.mdpi.com/2073-4433/10/3/117
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spelling doaj-aef79e94622d4ec6966c8caf5e5d4ce12020-11-24T21:16:04ZengMDPI AGAtmosphere2073-44332019-03-0110311710.3390/atmos10030117atmos10030117Evaluating the Effects of Urbanization Evolution on Air Temperature Trends Using Nightlight Satellite DataRoberta Paranunzio0Serena Ceola1Francesco Laio2Alberto Montanari3Department of Environment, Land and Infrastructure Engineering, Politecnico di Torino, 10129 Torino, ItalyDepartment of Civil, Chemical, Environmental and Materials Engineering, Università di Bologna, 40136 Bologna, ItalyDepartment of Environment, Land and Infrastructure Engineering, Politecnico di Torino, 10129 Torino, ItalyDepartment of Civil, Chemical, Environmental and Materials Engineering, Università di Bologna, 40136 Bologna, ItalyConfounding factors like urbanization and land-use change could introduce uncertainty to the estimation of global temperature trends related to climate change. In this work, we introduce a new way to investigate the nexus between temporal trends of temperature and urbanization data at the global scale in the period from 1992 to 2013. We analyze air temperature data recorded from more than 5000 weather stations worldwide and nightlight satellite measurements as a proxy for urbanization. By means of a range of statistical methods, our results quantify and outline that the temporal evolution of urbanization affects temperature trends at multiple spatial scales with significant differences at regional and continental scales. A statistically significant agreement in temperature and nightlight trends is detected, especially in low and middle-income regions, where urbanization is rapidly growing. Conversely, in continents such as Europe and North America, increases in temperature trends are typically detected along with non-significant nightlight trends.http://www.mdpi.com/2073-4433/10/3/117urban heat island effectnightlightsurbanizationtemperaturestatistical inferenceclimate changeglobal warmingland-use change
collection DOAJ
language English
format Article
sources DOAJ
author Roberta Paranunzio
Serena Ceola
Francesco Laio
Alberto Montanari
spellingShingle Roberta Paranunzio
Serena Ceola
Francesco Laio
Alberto Montanari
Evaluating the Effects of Urbanization Evolution on Air Temperature Trends Using Nightlight Satellite Data
Atmosphere
urban heat island effect
nightlights
urbanization
temperature
statistical inference
climate change
global warming
land-use change
author_facet Roberta Paranunzio
Serena Ceola
Francesco Laio
Alberto Montanari
author_sort Roberta Paranunzio
title Evaluating the Effects of Urbanization Evolution on Air Temperature Trends Using Nightlight Satellite Data
title_short Evaluating the Effects of Urbanization Evolution on Air Temperature Trends Using Nightlight Satellite Data
title_full Evaluating the Effects of Urbanization Evolution on Air Temperature Trends Using Nightlight Satellite Data
title_fullStr Evaluating the Effects of Urbanization Evolution on Air Temperature Trends Using Nightlight Satellite Data
title_full_unstemmed Evaluating the Effects of Urbanization Evolution on Air Temperature Trends Using Nightlight Satellite Data
title_sort evaluating the effects of urbanization evolution on air temperature trends using nightlight satellite data
publisher MDPI AG
series Atmosphere
issn 2073-4433
publishDate 2019-03-01
description Confounding factors like urbanization and land-use change could introduce uncertainty to the estimation of global temperature trends related to climate change. In this work, we introduce a new way to investigate the nexus between temporal trends of temperature and urbanization data at the global scale in the period from 1992 to 2013. We analyze air temperature data recorded from more than 5000 weather stations worldwide and nightlight satellite measurements as a proxy for urbanization. By means of a range of statistical methods, our results quantify and outline that the temporal evolution of urbanization affects temperature trends at multiple spatial scales with significant differences at regional and continental scales. A statistically significant agreement in temperature and nightlight trends is detected, especially in low and middle-income regions, where urbanization is rapidly growing. Conversely, in continents such as Europe and North America, increases in temperature trends are typically detected along with non-significant nightlight trends.
topic urban heat island effect
nightlights
urbanization
temperature
statistical inference
climate change
global warming
land-use change
url http://www.mdpi.com/2073-4433/10/3/117
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