Can night-time light images play a role in evaluating the Syrian Crisis?

被引:191
作者
Li, Xi [1 ]
Li, Deren [1 ]
机构
[1] Wuhan Univ, State Key Lab Informat Engn Surveying Mapping & R, Wuhan 430072, Peoples R China
基金
中国国家自然科学基金;
关键词
INTERCALIBRATION;
D O I
10.1080/01431161.2014.971469
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
This study investigates whether night-time light images acquired from the Defense Meteorological Satellite Program's Operational Linescan System provide spatial and temporal insight with regard to the humanitarian aspects of the Syrian crisis. Evaluating the ongoing crisis in Syria is challenging since reliable witness reports are hard to gather in a war zone. Therefore satellite images, as one of the few sources of objective information, are potentially of great importance. We used 38 monthly Defense Meteorological Satellite Program's Operational Linescan System composites covering the period between January 2008 and February 2014. The results indicate that night-time light and lit area in Syria declined by about 74% and 73%, respectively, between March 2011 and February 2014. In 12 of 14 provinces, night-time light declined by >60%. Damascus and Quneitra are the exceptions, with night-time light having declined only by about 35%. Notably, the number of internally displaced persons (IDPs) of each province shows a linear correlation with night-time light loss, with an R-2 value of 0.52. Through clustering the time series images, we found that the international border of Syria represents a distinct boundary between regions of differing night-time light spatiotemporal patterns. The contrast across the border increases as the region studied encompasses a wider zone on either side of the border. These findings lend support to the hypothesis that night-time light can be a useful source for monitoring humanitarian crises such as that unfolding in Syria.
引用
收藏
页码:6648 / 6661
页数:14
相关论文
共 23 条
  • [1] AAAS, 2013, CONFL AL SYR RETR AN
  • [2] Baghdad nights: evaluating the US military 'surge' using nighttime light signatures
    Agnew, John
    Gillespie, Thomas W.
    Gonzalez, Jorge
    Min, Brian
    [J]. ENVIRONMENT AND PLANNING A, 2008, 40 (10) : 2285 - 2295
  • [3] Al-Hazzaa H. A., 2014, OPPOSITION REGIME FO
  • [4] Barnard A., 2013, SYRIAN FORCES RECAPT
  • [5] Explaining Seasonal Fluctuations of Measles in Niger Using Nighttime Lights Imagery
    Bharti, N.
    Tatem, A. J.
    Ferrari, M. J.
    Grais, R. F.
    Djibo, A.
    Grenfell, B. T.
    [J]. SCIENCE, 2011, 334 (6061) : 1424 - 1427
  • [6] Blomfield A., 2012, SYRIA ASSAD REGIME R
  • [7] Using luminosity data as a proxy for economic statistics
    Chen, Xi
    Nordhaus, William D.
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2011, 108 (21) : 8589 - 8594
  • [8] Cumming-Bruce N., 2014, DEATH TOLL SYRIA EST
  • [9] Elvidge C.D., 2013, Proc. Asia-Pacific Adv. Netw., V35, P62, DOI [DOI 10.7125/APAN.35.7, 10.7125/APAN.35.7]
  • [10] Relation between satellite observed visible-near infrared emissions, population, economic activity and electric power consumption
    Elvidge, CD
    Baugh, KE
    Kihn, EA
    Kroehl, HW
    Davis, ER
    Davis, CW
    [J]. INTERNATIONAL JOURNAL OF REMOTE SENSING, 1997, 18 (06) : 1373 - 1379