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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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 |
work_keys_str_mv |
AT robertaparanunzio evaluatingtheeffectsofurbanizationevolutiononairtemperaturetrendsusingnightlightsatellitedata AT serenaceola evaluatingtheeffectsofurbanizationevolutiononairtemperaturetrendsusingnightlightsatellitedata AT francescolaio evaluatingtheeffectsofurbanizationevolutiononairtemperaturetrendsusingnightlightsatellitedata AT albertomontanari evaluatingtheeffectsofurbanizationevolutiononairtemperaturetrendsusingnightlightsatellitedata |
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