Night-time lights: A global, long term look at links to socio-economic trends
被引:70
|
作者:
Proville, Jeremy
论文数: 0引用数: 0
h-index: 0
机构:
Environm Def Fund, Off Econ Policy & Anal, New York, NY 10010 USAEnvironm Def Fund, Off Econ Policy & Anal, New York, NY 10010 USA
Proville, Jeremy
[1
]
Zavala-Araiza, Daniel
论文数: 0引用数: 0
h-index: 0
机构:
Environm Def Fund, Climate & Energy Program, Austin, TX USAEnvironm Def Fund, Off Econ Policy & Anal, New York, NY 10010 USA
Zavala-Araiza, Daniel
[2
]
Wagner, Gernot
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Univ, John A Paulson Sch Engn & Appl Sci, Cambridge, MA 02138 USA
Harvard Univ, Ctr Environm, Cambridge, MA 02138 USAEnvironm Def Fund, Off Econ Policy & Anal, New York, NY 10010 USA
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
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.
机构:
Univ Nacl Autonoma Mexico, Inst Biol, Mexico City, DF, MexicoUniv Nacl Autonoma Mexico, Inst Biol, Mexico City, DF, Mexico
Estrada, Alejandro
Garber, Paul A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Illinois, Dept Anthropol, Program Ecol Evolut & Conservat Biol, Urbana, IL 61820 USA
Int Ctr Biodivers & Primate Conservat, Dali, Yunnan, Peoples R ChinaUniv Nacl Autonoma Mexico, Inst Biol, Mexico City, DF, Mexico
Garber, Paul A.
Chaudhary, Abhishek
论文数: 0引用数: 0
h-index: 0
机构:
Indian Inst Technol, Dept Civil Engn, Kanpur, Uttar Pradesh, IndiaUniv Nacl Autonoma Mexico, Inst Biol, Mexico City, DF, Mexico
机构:
Moscow State Univ Humanities & Econ, 49 Losinoostrovskaya Str, Moscow 107150, RussiaMoscow State Univ Humanities & Econ, 49 Losinoostrovskaya Str, Moscow 107150, Russia
Litvinenko, Inna
Gaisina, Lyutsiya
论文数: 0引用数: 0
h-index: 0
机构:
Ufa State Petr Technol Univ, 1 Kosmonavtov Str, Ufa 450064, RussiaMoscow State Univ Humanities & Econ, 49 Losinoostrovskaya Str, Moscow 107150, Russia
Gaisina, Lyutsiya
Semenova, Lenara
论文数: 0引用数: 0
h-index: 0
机构:
Bashkir State Agr Univ, 34,50 Years October Str, Ufa 450001, RussiaMoscow State Univ Humanities & Econ, 49 Losinoostrovskaya Str, Moscow 107150, Russia
Semenova, Lenara
Averkina, Elena
论文数: 0引用数: 0
h-index: 0
机构:
Irkutsk Natl Res Tech Univ, 83 Lermontov Str, Irkutsk 664074, RussiaMoscow State Univ Humanities & Econ, 49 Losinoostrovskaya Str, Moscow 107150, Russia
Averkina, Elena
Gabdrakhmanov, Eduard
论文数: 0引用数: 0
h-index: 0
机构:
Bashkir State Univ, 32 Zaki Validi Str, Ufa 450076, RussiaMoscow State Univ Humanities & Econ, 49 Losinoostrovskaya Str, Moscow 107150, Russia
Gabdrakhmanov, Eduard
[J].
AD ALTA-JOURNAL OF INTERDISCIPLINARY RESEARCH,
2021,
11
(02):
: 220
-
224