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Volumn 11, Issue 12, 2016, Pages

Tracking the evolution of infrastructure systems and mass responses using publically available data

Author keywords

[No Author keywords available]

Indexed keywords

HUMAN; SOCIAL NETWORK; ALGORITHM; THEORETICAL MODEL;

EID: 84999751923     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0167267     Document Type: Article
Times cited : (21)

References (74)
  • 1
    • 77951126500 scopus 로고    scopus 로고
    • Catastrophic cascade of failures in interdependent networks
    • PMID: 20393559
    • Buldyrev SV, Parshani R, Paul G, Stanley HE, Havlin S. Catastrophic cascade of failures in interdependent networks. Nature. 2010; 464(7291):1025-1028. doi: 10.1038/nature08932 PMID: 20393559
    • (2010) Nature , vol.464 , Issue.7291 , pp. 1025-1028
    • Buldyrev, S.V.1    Parshani, R.2    Paul, G.3    Stanley, H.E.4    Havlin, S.5
  • 2
    • 84255194232 scopus 로고    scopus 로고
    • Networks formed from interdependent networks
    • Gao J, Buldyrev SV, Stanley HE, Havlin S. Networks formed from interdependent networks. Nat Phys. 2012; 8(1):40-48. doi: 10.1038/nphys2180
    • (2012) Nat Phys. , vol.8 , Issue.1 , pp. 40-48
    • Gao, J.1    Buldyrev, S.V.2    Stanley, H.E.3    Havlin, S.4
  • 4
    • 0035696915 scopus 로고    scopus 로고
    • Identifying, understanding, and analyzing critical infrastructure interdependencies
    • Rinaldi SM, Peerenboom JP, Kelly TK. Identifying, understanding, and analyzing critical infrastructure interdependencies. IEEE Control Systems. 2001; 21(6):11-25. doi: 10.1109/37.969131
    • (2001) IEEE Control Systems , vol.21 , Issue.6 , pp. 11-25
    • Rinaldi, S.M.1    Peerenboom, J.P.2    Kelly, T.K.3
  • 5
  • 6
    • 79960530721 scopus 로고    scopus 로고
    • Yu PS, Han J, Faloutsos C, editors. New York, NY: Springer New York
    • Kumar R, Novak J, Tomkins A. In: Yu PS, Han J, Faloutsos C, editors. Structure and Evolution of Online Social Networks. New York, NY: Springer New York; 2010. p. 337-357. Available from: http://dx.doi.org/10.1007/978-1-4419-6515-8-13.
    • (2010) Structure and Evolution of Online Social Networks , pp. 337-357
    • Kumar, R.1    Novak, J.2    Tomkins, A.3
  • 8
    • 84880661460 scopus 로고    scopus 로고
    • Downscaling CMIP5 climate models shows increased tropical cyclone activity over the 21st century
    • Emanuel KA. Downscaling CMIP5 climate models shows increased tropical cyclone activity over the 21st century. Proceedings of the National Academy of Sciences. 2013; 110(30):12219-12224. doi: 10.1073/pnas.1301293110
    • (2013) Proceedings of the National Academy of Sciences , vol.110 , Issue.30 , pp. 12219-12224
    • Emanuel, K.A.1
  • 9
    • 84881082185 scopus 로고    scopus 로고
    • Changes in ecologically critical terrestrial climate conditions
    • PMID: 23908225
    • Diffenbaugh NS, Field CB. Changes in Ecologically Critical Terrestrial Climate Conditions. Science. 2013; 341(6145):486-492. doi: 10.1126/science.1237123 PMID: 23908225
    • (2013) Science , vol.341 , Issue.6145 , pp. 486-492
    • Diffenbaugh, N.S.1    Field, C.B.2
  • 10
    • 84928902060 scopus 로고    scopus 로고
    • Predicting traffic volumes and estimating the effects of shocks in massive transportation systems
    • Silva R, Kang SM, Airoldi EM. Predicting traffic volumes and estimating the effects of shocks in massive transportation systems. Proceedings of the National Academy of Sciences. 2015; 112(18):5643-5648. doi: 10.1073/pnas.1412908112
    • (2015) Proceedings of the National Academy of Sciences , vol.112 , Issue.18 , pp. 5643-5648
    • Silva, R.1    Kang, S.M.2    Airoldi, E.M.3
  • 11
    • 78650614685 scopus 로고    scopus 로고
    • A stochastic computational framework for the joint transportation network fragility analysis and traffic flow distribution under extreme events
    • Bocchini P, Frangopol DM. A stochastic computational framework for the joint transportation network fragility analysis and traffic flow distribution under extreme events. Probabilistic Engineering Mechanics. 2011; 26(2):182-193. http://dx.doi.org/10.1016/j.probengmech.2010.11.007.
    • (2011) Probabilistic Engineering Mechanics , vol.26 , Issue.2 , pp. 182-193
    • Bocchini, P.1    Frangopol, D.M.2
  • 13
    • 84865182641 scopus 로고    scopus 로고
    • Reconstruction of the aceh region following the 2004 indian ocean tsunami disaster: A transportation perspective
    • Matsumaru R, Nagami K, Takeya K. Reconstruction of the Aceh Region following the 2004 Indian Ocean tsunami disaster: A transportation perspective. IATSS Research. 2012; 36(1):11-19. http://dx. doi.org/10.1016/j.iatssr.2012.07.001.
    • (2012) IATSS Research , vol.36 , Issue.1 , pp. 11-19
    • Matsumaru, R.1    Nagami, K.2    Takeya, K.3
  • 14
    • 84863893880 scopus 로고    scopus 로고
    • Predictability of population displacement after the 2010 Haiti earthquake
    • Lu X, Bengtsson L, Holme P. Predictability of population displacement after the 2010 Haiti earthquake. Proceedings of the National Academy of Sciences. 2012; 109(29):11576-11581. doi: 10.1073/pnas. 1203882109
    • (2012) Proceedings of the National Academy of Sciences , vol.109 , Issue.29 , pp. 11576-11581
    • Lu, X.1    Bengtsson, L.2    Holme, P.3
  • 18
    • 84155165524 scopus 로고    scopus 로고
    • Transportation in disaster response operations
    • Berkoune D, Renaud J, Rekik M, Ruiz A. Transportation in disaster response operations. Socio-Economic Planning Sciences. 2012; 46(1):23-32. http://dx.doi.org/10.1016/j.seps.2011.05.002.
    • (2012) Socio-Economic Planning Sciences , vol.46 , Issue.1 , pp. 23-32
    • Berkoune, D.1    Renaud, J.2    Rekik, M.3    Ruiz, A.4
  • 19
    • 80052313941 scopus 로고    scopus 로고
    • Improved response to disasters and outbreaks by tracking population movements with mobile phone network data: A post-earthquake geospatial study in Haiti
    • Bengtsson L, Lu X, Thorson A, Garfield R, von Schreeb J. Improved Response to Disasters and Outbreaks by Tracking Population Movements with Mobile Phone Network Data: A Post-Earthquake Geospatial Study in Haiti. PLoS Med. 2011; 8(8):1-9. doi: 10.1371/journal.pmed.1001083
    • (2011) PLoS Med. , vol.8 , Issue.8 , pp. 1-9
    • Bengtsson, L.1    Lu, X.2    Thorson, A.3    Garfield, R.4    Von Schreeb, J.5
  • 21
    • 84913593402 scopus 로고    scopus 로고
    • Epidemic spreading and risk perception in multiplex networks: A self-organized percolation method
    • Massaro E, Bagnoli F. Epidemic spreading and risk perception in multiplex networks: A self-organized percolation method. Phys Rev E. 2014; 90:052817. doi: 10.1103/PhysRevE.90.052817
    • (2014) Phys Rev E , vol.90 , pp. 052817
    • Massaro, E.1    Bagnoli, F.2
  • 25
    • 56949104969 scopus 로고    scopus 로고
    • Cascading failures in complex infrastructure systems
    • Dueñas-Osorio L, Vemuru SM. Cascading failures in complex infrastructure systems. Structural Safety. 2009; 31(2):157-167. http://dx.doi.org/10.1016/j.strusafe.2008.06.007.
    • (2009) Structural Safety , vol.31 , Issue.2 , pp. 157-167
    • Dueñas-Osorio, L.1    Vemuru, S.M.2
  • 26
    • 47649090559 scopus 로고    scopus 로고
    • Dynamic social networks and the implications for the spread of infectious disease
    • Read JM, Eames KTD, Edmunds WJ. Dynamic social networks and the implications for the spread of infectious disease. Journal of The Royal Society Interface. 2008; 5(26):1001-1007. doi: 10.1098/rsif. 2008.0013
    • (2008) Journal of the Royal Society Interface , vol.5 , Issue.26 , pp. 1001-1007
    • Read, J.M.1    Eames, K.T.D.2    Edmunds, W.J.3
  • 27
    • 33748853744 scopus 로고    scopus 로고
    • Disaster research methods: Past progress and future directions
    • PMID: 16612819
    • Norris FH. Disaster research methods: Past progress and future directions. Journal of Traumatic Stress. 2006; 19(2):173-184. doi: 10.1002/jts.20109 PMID: 16612819
    • (2006) Journal of Traumatic Stress , vol.19 , Issue.2 , pp. 173-184
    • Norris, F.H.1
  • 28
    • 33646790533 scopus 로고    scopus 로고
    • Race, class, and hurricane katrina: Social differences in human responses to disaster
    • Elliott JR, Pais J. Race, class, and Hurricane Katrina: Social differences in human responses to disaster. Social Science Research. 2006; 35(2):295-321. http://dx.doi.org/10.1016/j.ssresearch.2006.02. 003.
    • (2006) Social Science Research , vol.35 , Issue.2 , pp. 295-321
    • Elliott, J.R.1    Pais, J.2
  • 29
    • 34447547527 scopus 로고    scopus 로고
    • A survey in aceh province, Indonesia
    • PMID: 17597121
    • Bernatsky S, Reyes R, de Jong K. A Survey in Aceh Province, Indonesia. journal of Traumatic Stress. 2007; 20(3):263-269. doi: 10.1002/jts.20207 PMID: 17597121
    • (2007) Journal of Traumatic Stress , vol.20 , Issue.3 , pp. 263-269
    • Bernatsky, S.1    Reyes, R.2    De Jong, K.3
  • 31
    • 84939138198 scopus 로고    scopus 로고
    • Network structure and community evolution on twitter: Human behavior change in response to the 2011 Japanese earthquake and tsunami
    • PMID: 25346468
    • Lu X, Brelsford C. Network Structure and Community Evolution on Twitter: Human Behavior Change in Response to the 2011 Japanese Earthquake and Tsunami. Scientific Reports. 2014; 4:6773. doi: 10.1038/srep06773 PMID: 25346468
    • (2014) Scientific Reports , vol.4 , pp. 6773
    • Lu, X.1    Brelsford, C.2
  • 32
    • 79953317477 scopus 로고    scopus 로고
    • Collective response of human populations to large-scale emergencies
    • Bagrow JP, Wang D, Barabá si AL. Collective Response of Human Populations to Large-Scale Emergencies. PLoS ONE. 2011; 6(3):1-8. doi: 10.1371/journal.pone.0017680
    • (2011) PLoS ONE , vol.6 , Issue.3 , pp. 1-8
    • Bagrow, J.P.1    Wang, D.2    Barabá Si, A.L.3
  • 34
    • 34548622644 scopus 로고    scopus 로고
    • Word of mouth communication within online communities: Conceptualizing the online social network
    • Brown J, Broderick AJ, Lee N. Word of mouth communication within online communities: Conceptualizing the online social network. Journal of Interactive Marketing. 2007; 21(3):2-20. doi: 10.1002/dir.20082
    • (2007) Journal of Interactive Marketing , vol.21 , Issue.3 , pp. 2-20
    • Brown, J.1    Broderick, A.J.2    Lee, N.3
  • 35
    • 84859307672 scopus 로고    scopus 로고
    • Social media and political change: Capacity, constraint, and consequence
    • Howard PN, Parks MR. Social Media and Political Change: Capacity, Constraint, and Consequence. Journal of Communication. 2012; 62(2):359-362. doi: 10.1111/j.1460-2466.2012.01626.x
    • (2012) Journal of Communication , vol.62 , Issue.2 , pp. 359-362
    • Howard, P.N.1    Parks, M.R.2
  • 36
    • 78650183806 scopus 로고    scopus 로고
    • Twitter adoption and use in mass convergence and emergency events
    • Hughes AL, Palen L. Twitter adoption and use in mass convergence and emergency events. International Journal of Emergency Management. 2009; 6(3-4):248-260. doi: 10.1504/IJEM.2009.031564
    • (2009) International Journal of Emergency Management , vol.6 , Issue.3-4 , pp. 248-260
    • Hughes, A.L.1    Palen, L.2
  • 37
    • 77954026162 scopus 로고    scopus 로고
    • Microblogging during two natural hazards events: What twitter may contribute to situational awareness
    • CHI'10. New York, NY: ACM
    • Vieweg S, Hughes AL, Starbird K, Palen L. Microblogging During Two Natural Hazards Events: What Twitter May Contribute to Situational Awareness. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems. CHI'10. New York, NY: ACM; 2010. p. 1079-1088. Available from: http://doi.acm.org/10.1145/1753326.1753486.
    • (2010) Proceedings of the SIGCHI Conference on Human Factors in Computing Systems , pp. 1079-1088
    • Vieweg, S.1    Hughes, A.L.2    Starbird, K.3    Palen, L.4
  • 38
    • 77950877530 scopus 로고    scopus 로고
    • Chatter on the red: What hazards threat reveals about the social life of microblogged information
    • CSCW'10. New York, NY: ACM
    • Starbird K, Palen L, Hughes AL, Vieweg S. Chatter on the Red: What Hazards Threat Reveals About the Social Life of Microblogged Information. In: Proceedings of the 2010 ACM Conference on Computer Supported Cooperative Work. CSCW'10. New York, NY: ACM; 2010. p. 241-250. Available from: http://doi.acm.org/10.1145/1718918.1718965.
    • (2010) Proceedings of the 2010 ACM Conference on Computer Supported Cooperative Work , pp. 241-250
    • Starbird, K.1    Palen, L.2    Hughes, A.L.3    Vieweg, S.4
  • 43
    • 84939894685 scopus 로고    scopus 로고
    • Using social media data to understand and assess disasters
    • Guan X, Chen C. Using social media data to understand and assess disasters. Natural Hazards. 2014; 74(2):837-850. doi: 10.1007/s11069-014-1217-1
    • (2014) Natural Hazards , vol.74 , Issue.2 , pp. 837-850
    • Guan, X.1    Chen, C.2
  • 46
    • 84923309286 scopus 로고    scopus 로고
    • Performance of social network sensors during hurricane sandy
    • Kryvasheyeu Y, Chen H, Moro E, Van Hentenryck P, Cebrian M. Performance of Social Network Sensors during Hurricane Sandy. PLoS ONE. 2015; 10(2):1-19. doi: 10.1371/journal.pone.0117288
    • (2015) PLoS ONE , vol.10 , Issue.2 , pp. 1-19
    • Kryvasheyeu, Y.1    Chen, H.2    Moro, E.3    Van Hentenryck, P.4    Cebrian, M.5
  • 47
    • 84969770052 scopus 로고    scopus 로고
    • Using coarse GPS data to quantify city-scale transportation system resilience to extreme events
    • Washington, D.C
    • Donovan B, Work DB. Using coarse GPS data to quantify city-scale transportation system resilience to extreme events. In: Transportation Research Board 94th Annual Meeting. Washington, D.C.; 2015.
    • (2015) Transportation Research Board 94th Annual Meeting
    • Donovan, B.1    Work, D.B.2
  • 48
    • 14844317425 scopus 로고    scopus 로고
    • Social and personal factors as predictors of earthquake preparation: The role of support provision, network discussion, negative affect, age, and education1
    • Heller K, Alexander DB, Gatz M, Knight BG, Rose T. Social and Personal Factors as Predictors of Earthquake Preparation: The Role of Support Provision, Network Discussion, Negative Affect, Age, and Education1. Journal of Applied Social Psychology. 2005; 35(2):399-422. doi: 10.1111/j.1559-1816. 2005.tb02127.x
    • (2005) Journal of Applied Social Psychology , vol.35 , Issue.2 , pp. 399-422
    • Heller, K.1    Alexander, D.B.2    Gatz, M.3    Knight, B.G.4    Rose, T.5
  • 49
    • 84879082846 scopus 로고    scopus 로고
    • The risk perception paradox-implications for governance and communication of natural hazards
    • PMID: 23278120
    • Wachinger G, Renn O, Begg C, Kuhlicke C. The Risk Perception Paradox-Implications for Governance and Communication of Natural Hazards. Risk Analysis. 2013; 33(6):1049-1065. doi: 10.1111/j. 1539-6924.2012.01942.x PMID: 23278120
    • (2013) Risk Analysis , vol.33 , Issue.6 , pp. 1049-1065
    • Wachinger, G.1    Renn, O.2    Begg, C.3    Kuhlicke, C.4
  • 50
    • 84930225728 scopus 로고    scopus 로고
    • A natural experiment of social network formation and dynamics
    • Phan TQ, Airoldi EM. A natural experiment of social network formation and dynamics. Proceedings of the National Academy of Sciences. 2015; 112(21):6595-6600. doi: 10.1073/pnas.1404770112
    • (2015) Proceedings of the National Academy of Sciences , vol.112 , Issue.21 , pp. 6595-6600
    • Phan, T.Q.1    Airoldi, E.M.2
  • 51
    • 84876061994 scopus 로고    scopus 로고
    • Private traits and attributes are predictable from digital records of human behavior
    • Kosinski M, Stillwell D, Graepel T. Private traits and attributes are predictable from digital records of human behavior. Proceedings of the National Academy of Sciences. 2013; 110(15):5802-5805. doi: 10.1073/pnas.1218772110
    • (2013) Proceedings of the National Academy of Sciences , vol.110 , Issue.15 , pp. 5802-5805
    • Kosinski, M.1    Stillwell, D.2    Graepel, T.3
  • 55
    • 84870799224 scopus 로고    scopus 로고
    • Understanding the evolution of a disaster-A framework for assessing crisis in a system environment (FACSE)
    • Chen C, Neal D, Zhou M. Understanding the evolution of a disaster-a Framework for Assessing Crisis in a System Environment (FACSE). Natural Hazards. 2013; 65(1):407-422. doi: 10.1007/s11069-012-0371-6
    • (2013) Natural Hazards , vol.65 , Issue.1 , pp. 407-422
    • Chen, C.1    Neal, D.2    Zhou, M.3
  • 56
    • 44849122540 scopus 로고    scopus 로고
    • Understanding individual human mobility patterns
    • PMID: 18528393
    • Gonzalez MC, Hidalgo CA, Barabasi AL. Understanding individual human mobility patterns. Nature. 2008; 453(7196):779-782. doi: 10.1038/nature06958 PMID: 18528393
    • (2008) Nature , vol.453 , Issue.7196 , pp. 779-782
    • Gonzalez, M.C.1    Hidalgo, C.A.2    Barabasi, A.L.3
  • 58
    • 80051958497 scopus 로고    scopus 로고
    • Analytical maximum-likelihood method to detect patterns in real networks
    • Squartini T, Garlaschelli D. Analytical maximum-likelihood method to detect patterns in real networks. New Journal of Physics. 2011; 13(8):083001. doi: 10.1088/1367-2630/13/8/083001
    • (2011) New Journal of Physics , vol.13 , Issue.8 , pp. 083001
    • Squartini, T.1    Garlaschelli, D.2
  • 60
    • 1542287343 scopus 로고    scopus 로고
    • Superfamilies of evolved and designed networks
    • PMID: 15001784
    • Milo R, Itzkovitz S, Kashtan N, Levitt R, Shen-Orr S, Ayzenshtat I, et al. Superfamilies of Evolved and Designed Networks. Science. 2004; 303(5663):1538-1542. doi: 10.1126/science.1089167 PMID: 15001784
    • (2004) Science , vol.303 , Issue.5663 , pp. 1538-1542
    • Milo, R.1    Itzkovitz, S.2    Kashtan, N.3    Levitt, R.4    Shen-Orr, S.5    Ayzenshtat, I.6
  • 62
    • 34548065453 scopus 로고    scopus 로고
    • Clustering in complex directed networks
    • Fagiolo G. Clustering in complex directed networks. Phys Rev E. 2007; 76:026107. doi: 10.1103/PhysRevE.76.026107
    • (2007) Phys Rev E , vol.76 , pp. 026107
    • Fagiolo, G.1
  • 63
    • 84889609699 scopus 로고    scopus 로고
    • Early-warning signals of topological collapse in interbank networks
    • PMID: 24285089
    • Squartini T, van Lelyveld I, Garlaschelli D. Early-warning signals of topological collapse in interbank networks. Scientific Reports. 2013; 3:3357. doi: 10.1038/srep03357 PMID: 24285089
    • (2013) Scientific Reports , vol.3 , pp. 3357
    • Squartini, T.1    Van Lelyveld, I.2    Garlaschelli, D.3
  • 65
    • 84942244059 scopus 로고    scopus 로고
    • Stationarity, non-stationarity and early warning signals in economic networks
    • Squartini T, Garlaschelli D. Stationarity, non-stationarity and early warning signals in economic networks. Journal of Complex Networks. 2015; 3(1):1-21. doi: 10.1093/comnet/cnu012
    • (2015) Journal of Complex Networks , vol.3 , Issue.1 , pp. 1-21
    • Squartini, T.1    Garlaschelli, D.2
  • 66
    • 34548491989 scopus 로고    scopus 로고
    • Generation of uncorrelated random scale-free networks
    • Catanzaro M, Boguñá M, Pastor-Satorras R. Generation of uncorrelated random scale-free networks. Phys Rev E. 2005; 71:027103. doi: 10.1103/PhysRevE.71.027103
    • (2005) Phys Rev E , vol.71 , pp. 027103
    • Catanzaro, M.1    Boguñá, M.2    Pastor-Satorras, R.3
  • 67
    • 0342521525 scopus 로고    scopus 로고
    • Scale-free characteristics of random networks: The topology of the world-wide web
    • Barabási AL, Albert R, Jeong H. Scale-free characteristics of random networks: the topology of the world-wide web. Physica A: Statistical Mechanics and its Applications. 2000; 281(1-4):69-77. http://dx. doi.org/10.1016/S0378-4371(00)00018-2.
    • (2000) Physica A: Statistical Mechanics and Its Applications , vol.281 , Issue.1-4 , pp. 69-77
    • Barabási, A.L.1    Albert, R.2    Jeong, H.3
  • 68
    • 0038718854 scopus 로고    scopus 로고
    • The structure and function of complex networks
    • Newman MEJ. The Structure and Function of Complex Networks. SIAM Review. 2003; 45(2):167-256. doi: 10.1137/S003614450342480
    • (2003) SIAM Review , vol.45 , Issue.2 , pp. 167-256
    • Newman, M.E.J.1
  • 69
    • 0038752085 scopus 로고    scopus 로고
    • Mixing patterns in networks
    • Newman MEJ. Mixing patterns in networks. Phys Rev E. 2003; 67:026126. doi: 10.1103/PhysRevE.67. 026126
    • (2003) Phys Rev E , vol.67 , pp. 026126
    • Newman, M.E.J.1
  • 70
    • 84999848504 scopus 로고    scopus 로고
    • Hurricane center seeks expanded authority to issue warnings
    • Santora M. Hurricane Center Seeks Expanded Authority to Issue Warnings. New York Times. 2013;.
    • (2013) New York Times
    • Santora, M.1
  • 71
    • 79960464838 scopus 로고    scopus 로고
    • Twitter for crisis communication: Lessons learned from Japan's tsunami disaster
    • Acar A, Muraki Y. Twitter for crisis communication: lessons learned from Japan's tsunami disaster. International Journal of Web Based Communities. 2011; 7(3):392-402. doi: 10.1504/IJWBC.2011. 041206
    • (2011) International Journal of Web Based Communities , vol.7 , Issue.3 , pp. 392-402
    • Acar, A.1    Muraki, Y.2
  • 72
    • 0035400397 scopus 로고    scopus 로고
    • Measuring post-disaster transportation system performance: The 1995 kobe earthquake in comparative perspective
    • Chang SE, Nojima N. Measuring post-disaster transportation system performance: the 1995 Kobe earthquake in comparative perspective. Transportation Research Part A: Policy and Practice. 2001; 35 (6):475-494. http://dx.doi.org/10.1016/S0965-8564(00)00003-3.
    • (2001) Transportation Research Part A: Policy and Practice , vol.35 , Issue.6 , pp. 475-494
    • Chang, S.E.1    Nojima, N.2
  • 74
    • 69949088984 scopus 로고    scopus 로고
    • Early-warning signals for critical transitions
    • PMID: 19727193
    • Scheffer M, Bascompte J, Brock WA, Brovkin V, Carpenter SR, Dakos V, et al. Early-warning signals for critical transitions. Nature. 2009; 461(7260):53-59. doi: 10.1038/nature08227 PMID: 19727193
    • (2009) Nature , vol.461 , Issue.7260 , pp. 53-59
    • Scheffer, M.1    Bascompte, J.2    Brock, W.A.3    Brovkin, V.4    Carpenter, S.R.5    Dakos, V.6


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