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

被引:70
|
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
来源
PLOS ONE | 2017年 / 12卷 / 03期
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
相关论文
共 50 条
  • [21] The growing interest in spirituality in business - A long-term socio-economic explanation
    Tischler, L
    [J]. JOURNAL OF ORGANIZATIONAL CHANGE MANAGEMENT, 1999, 12 (04) : 273 - 279
  • [23] Does Night-Time Cortisol Excretion Normalize in the Long-Term Course of Depression?
    Scharnholz, B.
    Lederbogen, F.
    Feuerhack, A.
    Bach, A.
    Kopf, D.
    Frankhauser, P.
    Onken, V.
    Schilling, C.
    Gilles, M.
    Hamann, B.
    Deuschle, M.
    [J]. PHARMACOPSYCHIATRY, 2010, 43 (05) : 161 - 165
  • [24] Time trends in socio-economic inequalities in stunting prevalence: analyses of repeated national surveys
    Restrepo-Mendez, Maria Clara
    Barros, Aluisio J. D.
    Black, Robert E.
    Victora, Cesar G.
    [J]. PUBLIC HEALTH NUTRITION, 2015, 18 (12) : 2097 - 2104
  • [25] Current and future trends in socio-economic, demographic and governance factors affecting global primate conservation
    Estrada, Alejandro
    Garber, Paul A.
    Chaudhary, Abhishek
    [J]. PEERJ, 2020, 8
  • [26] Global night-time fire season timing and fire count trends using the ATSR instrument series
    Arino, Olivier
    Casadio, Stefano
    Serpe, Danilo
    [J]. REMOTE SENSING OF ENVIRONMENT, 2012, 116 : 226 - 238
  • [27] Long-term environmental and socio-economic impact of a hydrogen energy program in Brazil
    de Lima, LC
    Veziroglu, TN
    [J]. INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2001, 26 (01) : 39 - 45
  • [28] Scenarios of long-term socio-economic and environmental development under climate stabilization
    Riahi, Keywan
    Gruebler, Amulf
    Nakicenovic, Nebojsa
    [J]. TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, 2007, 74 (07) : 887 - 935
  • [29] TRANSFORMATION OF INSTITUTIONS OF SOCIO-ECONOMIC DEVELOPMENT IN THE CONDITIONS OF A LONG-TERM VIRAL PANDEMIC
    Litvinenko, Inna
    Gaisina, Lyutsiya
    Semenova, Lenara
    Averkina, Elena
    Gabdrakhmanov, Eduard
    [J]. AD ALTA-JOURNAL OF INTERDISCIPLINARY RESEARCH, 2021, 11 (02): : 220 - 224
  • [30] Downscaling long term socio-economic scenarios at city scale: A case study on Paris
    Viguie, Vincent
    Hallegatte, Stephane
    Rozenberg, Julie
    [J]. TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, 2014, 87 : 305 - 324