globalchange  > 过去全球变化的重建
DOI: 10.1371/journal.pone.0139779
论文题名:
Night-Time Light Data: A Good Proxy Measure for Economic Activity?
作者: Charlotta Mellander; José Lobo; Kevin Stolarick; Zara Matheson
刊名: PLOS ONE
ISSN: 1932-6203
出版年: 2015
发表日期: 2015-10-23
卷: 10, 期:10
语种: 英语
英文关键词: Salaries ; Sweden ; Population density ; Urban economics ; Economics ; Visible light ; Urban ecology ; Economic geography
英文摘要: 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.
URL: http://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0139779&type=printable
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资源类型: 期刊论文
标识符: http://119.78.100.158/handle/2HF3EXSE/22141
Appears in Collections:过去全球变化的重建
影响、适应和脆弱性
科学计划与规划
气候变化与战略
全球变化的国际研究计划
气候减缓与适应
气候变化事实与影响

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作者单位: Jönköping International Business School, Jönköping University, Jönköping, Sweden;School of Human Evolution and Social Change, Arizona State University, Tempe, United States of America;Inclusive Design Research Centre, OCAD University, Toronto, Canada;Former Martin Prosperity Institute, Rotman School of Management, University of Toronto, Toronto, Canada

Recommended Citation:
Charlotta Mellander,José Lobo,Kevin Stolarick,et al. Night-Time Light Data: A Good Proxy Measure for Economic Activity?[J]. PLOS ONE,2015-01-01,10(10)
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