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Night-Time Light Data: A Good Proxy Measure for Economic Activity?

Much research has suggested that night-time light (NTL) can be used as a proxy for a number of variables, including urbanization, density, and economic growth. As governments around the world either collect census data infrequently or are scaling back the amount of detail collected, alternate source...

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Detalles Bibliográficos
Autores principales: Mellander, Charlotta, Lobo, José, Stolarick, Kevin, Matheson, Zara
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4619681/
https://www.ncbi.nlm.nih.gov/pubmed/26496428
http://dx.doi.org/10.1371/journal.pone.0139779
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author Mellander, Charlotta
Lobo, José
Stolarick, Kevin
Matheson, Zara
author_facet Mellander, Charlotta
Lobo, José
Stolarick, Kevin
Matheson, Zara
author_sort Mellander, Charlotta
collection PubMed
description Much research has suggested that night-time light (NTL) can be used as a proxy for a number of variables, including urbanization, density, and economic growth. As governments around the world either collect census data infrequently or are scaling back the amount of detail collected, alternate sources of population and economic information like NTL are being considered. But, just how close is the statistical relationship between NTL and economic activity at a fine-grained geographical level? This paper uses a combination of correlation analysis and geographically weighted regressions in order to examine if light can function as a proxy for economic activities at a finer level. We use a fine-grained geo-coded residential and industrial full sample micro-data set for Sweden, and match it with both radiance and saturated light emissions. We find that the correlation between NTL and economic activity is strong enough to make it a relatively good proxy for population and establishment density, but the correlation is weaker in relation to wages. In general, we find a stronger relation between light and density values, than with light and total values. We also find a closer connection between radiance light and economic activity, than with saturated light. Further, we find the link between light and economic activity, especially estimated by wages, to be slightly overestimated in large urban areas and underestimated in rural areas.
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spelling pubmed-46196812015-10-29 Night-Time Light Data: A Good Proxy Measure for Economic Activity? Mellander, Charlotta Lobo, José Stolarick, Kevin Matheson, Zara PLoS One Research Article Much research has suggested that night-time light (NTL) can be used as a proxy for a number of variables, including urbanization, density, and economic growth. As governments around the world either collect census data infrequently or are scaling back the amount of detail collected, alternate sources of population and economic information like NTL are being considered. But, just how close is the statistical relationship between NTL and economic activity at a fine-grained geographical level? This paper uses a combination of correlation analysis and geographically weighted regressions in order to examine if light can function as a proxy for economic activities at a finer level. We use a fine-grained geo-coded residential and industrial full sample micro-data set for Sweden, and match it with both radiance and saturated light emissions. We find that the correlation between NTL and economic activity is strong enough to make it a relatively good proxy for population and establishment density, but the correlation is weaker in relation to wages. In general, we find a stronger relation between light and density values, than with light and total values. We also find a closer connection between radiance light and economic activity, than with saturated light. Further, we find the link between light and economic activity, especially estimated by wages, to be slightly overestimated in large urban areas and underestimated in rural areas. Public Library of Science 2015-10-23 /pmc/articles/PMC4619681/ /pubmed/26496428 http://dx.doi.org/10.1371/journal.pone.0139779 Text en © 2015 Mellander et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Mellander, Charlotta
Lobo, José
Stolarick, Kevin
Matheson, Zara
Night-Time Light Data: A Good Proxy Measure for Economic Activity?
title Night-Time Light Data: A Good Proxy Measure for Economic Activity?
title_full Night-Time Light Data: A Good Proxy Measure for Economic Activity?
title_fullStr Night-Time Light Data: A Good Proxy Measure for Economic Activity?
title_full_unstemmed Night-Time Light Data: A Good Proxy Measure for Economic Activity?
title_short Night-Time Light Data: A Good Proxy Measure for Economic Activity?
title_sort night-time light data: a good proxy measure for economic activity?
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4619681/
https://www.ncbi.nlm.nih.gov/pubmed/26496428
http://dx.doi.org/10.1371/journal.pone.0139779
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