World Heritage in danger: Big data and remote sensing can help protect sites in conflict zones

被引:52
作者
Levin, Noam [1 ,2 ,3 ]
Ali, Saleem [4 ,5 ]
Crandall, David [6 ]
Kark, Salit [7 ]
机构
[1] Hebrew Univ Jerusalem, Dept Geog, Remote Sensing Lab, Mt Scopus Campus, IL-91905 Jerusalem, Israel
[2] Univ Queensland, Sch Earth & Environm Sci, Brisbane, Qld 4072, Australia
[3] Univ Queensland, Ctr Excellence Environm Decis, Brisbane, Qld 4072, Australia
[4] Univ Delaware, Dept Geog, Newark, DE 19716 USA
[5] Univ Queensland, Global Change Inst, Brisbane, Qld 4070, Australia
[6] Indiana Univ, Sch Informat Comp & Engn, Bloomington, IN 47405 USA
[7] Univ Queensland, Ctr Excellence Environm Decis, Sch Biol Sci, Biodivers Res Grp, Brisbane, Qld 4072, Australia
来源
GLOBAL ENVIRONMENTAL CHANGE-HUMAN AND POLICY DIMENSIONS | 2019年 / 55卷
基金
美国国家科学基金会; 澳大利亚研究理事会;
关键词
World Heritage Sites; Big data; Remote sensing; Armed conflicts; Arab countries; Middle East; GDELT; Night lights; Flickr; PREDICTING CONFLICT; MANAGEMENT; LIGHTS; EARTH;
D O I
10.1016/j.gloenvcha.2019.02.001
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
World Heritage sites provide a key mechanism for protecting areas of universal importance. However, fifty-four UNESCO sites are currently listed as "In Danger", with 40% of these located in the Middle East. Since 2010 alone, thirty new sites were identified as under risk globally. We combined big-data and remote sensing to examine whether they can effectively be used to identify danger to World Heritage in near real-time. We found that armed-conflicts substantially threaten both natural- and cultural-heritage listed sites. Other major risks include poor management and development (globally), poaching (Africa mostly) and deforestation (tropics), yet conflict is the most prominent threat. We show that news-mining of big-data on conflicts and remote sensing of nightslights enabled us to identify conflict afflicted areas in near real-time. These findings provide a crucial avenue for developing a global transparent early-warning system before irreversible damage to world heritage takes place.
引用
收藏
页码:97 / 104
页数:8
相关论文
共 57 条
  • [1] MAINTAINING AUTHENTICITY AND INTEGRITY AT CULTURAL WORLD HERITAGE SITES
    Alberts, Heike C.
    Hazen, Helen D.
    [J]. GEOGRAPHICAL REVIEW, 2010, 100 (01) : 56 - 73
  • [2] Recent increases in human pressure and forest loss threaten many Natural World Heritage Sites
    Allan, James R.
    Venter, Oscar
    Maxwell, Sean
    Bertzky, Bastian
    Jones, Kendall
    Shi, Yichuan
    Watson, James E. M.
    [J]. BIOLOGICAL CONSERVATION, 2017, 206 : 47 - 55
  • [3] [Anonymous], ICLQ
  • [4] [Anonymous], J TOURISM HOSPITALIT
  • [5] [Anonymous], 2013, HDB COMPUTATIONAL AP
  • [6] [Anonymous], 2013, ISA ANN CONVENTION
  • [7] Ashworth G. J., 2002, Current Issues in Tourism, V5, P447, DOI 10.1080/13683500208667934
  • [8] The Prevalence and Severity of Underreporting Bias in Machine- and Human-Coded Data
    Bagozzi, Benjamin E.
    Brandt, Patrick T.
    Freeman, John R.
    Holmes, Jennifer S.
    Kim, Alisha
    Mendizabal, Agustin Palao
    Potz-Nielsen, Carly
    [J]. POLITICAL SCIENCE RESEARCH AND METHODS, 2019, 7 (03) : 641 - 649
  • [9] Advocacy, international development and World Heritage Sites in sub-Saharan Africa
    Breen, Colin
    [J]. WORLD ARCHAEOLOGY, 2007, 39 (03) : 355 - 370
  • [10] Looting and the world's archaeological heritage: The inadequate response
    Brodie, N
    Renfrew, C
    [J]. ANNUAL REVIEW OF ANTHROPOLOGY, 2005, 34 : 343 - 361