Night-time lights: A global, long term look at links to socio-economic trends

被引:76
作者
Proville, Jeremy [1 ]
Zavala-Araiza, Daniel [2 ]
Wagner, Gernot [3 ,4 ]
机构
[1] Environm Def Fund, Off Econ Policy & Anal, New York, NY 10010 USA
[2] Environm Def Fund, Climate & Energy Program, Austin, TX USA
[3] Harvard Univ, John A Paulson Sch Engn & Appl Sci, Cambridge, MA 02138 USA
[4] Harvard Univ, Ctr Environm, Cambridge, MA 02138 USA
关键词
SATELLITE IMAGERY; POWER CONSUMPTION; ECONOMIC-ACTIVITY; POPULATION; ELECTRIFICATION; SCALES; CHINA;
D O I
10.1371/journal.pone.0174610
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
We use a parallelized spatial analytics platform to process the twenty-one year totality of the longest-running time series of night-time lights data D the Defense Meteorological Satellite Program (DMSP) dataset D surpassing the narrower scope of prior studies to assess changes in area lit of countries globally. Doing so allows a retrospective look at the global, long-term relationships between night-time lights and a series of socio-economic indicators. We find the strongest correlations with electricity consumption, CO2 emissions, and GDP, followed by population, CH4 emissions, N2O emissions, poverty (inverse) and F-gas emissions. Relating area lit to electricity consumption shows that while a basic linear model provides a good statistical fit, regional and temporal trends are found to have a significant impact.
引用
收藏
页数:12
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