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Erschienen in: GeoInformatica 2/2018

20.12.2017

A Spatio-temporal Scenario Model for Emergency Decision

verfasst von: Cheng Liu, Jing Qian, Danhuai Guo, Yi Liu

Erschienen in: GeoInformatica | Ausgabe 2/2018

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Abstract

A structural and quantitative representation of disaster status contributes to efficient emergency decision-making, for this purpose, a representation model for disaster status is developed in this paper, called spatio-temporal scenario model (short for STSM model). Concept of the term ‘scenario’ is discussed at first. Then, based on the concept, STSM model is proposed and introduced in detail. It contains two components: developing scenario connotation and developing spatio-temporal framework. Scenario connotation is to develop representation of disaster status of each object, consisting of object representation and damage representation. Spatio-temporal framework is to develop representation of evolution of disaster status, consisting of representation of spatial relation, temporal relation, natural environment and emergency response. Finally, an example is provided to show the effectiveness of STSM model. Advantages of the developed model lie in four aspects: flexibility in describing dynamic disaster status; universal representation of disaster status contributing to similarity assessment; helping in evaluating emergency severity with the quantitative representation of disaster status. Moreover, it helps decision-makers obtain a more comprehensive representation for disaster evolution in a certain time space.

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Literatur
1.
Zurück zum Zitat Kaibin, Z (2014) Emergency Decision-making: theory and practice. Social Sciences Academic Press Kaibin, Z (2014) Emergency Decision-making: theory and practice. Social Sciences Academic Press
2.
Zurück zum Zitat Vitoriano B, Montero J, Ruan D (2013) Decision Aid Models for Disaster Management and Emergencies. Atlantis Press Vitoriano B, Montero J, Ruan D (2013) Decision Aid Models for Disaster Management and Emergencies. Atlantis Press
3.
Zurück zum Zitat Reeder B, Demiris G (2010) Building the PHARAOH Framework Using Scenario-Based Design: A Set of Pandemic Decision-Making Scenarios for Continuity of Operations in a Large Municipal Public Health Agency. J Med Syst 34:735–739CrossRef Reeder B, Demiris G (2010) Building the PHARAOH Framework Using Scenario-Based Design: A Set of Pandemic Decision-Making Scenarios for Continuity of Operations in a Large Municipal Public Health Agency. J Med Syst 34:735–739CrossRef
4.
Zurück zum Zitat Liu L, Wei Y, and Shen Y (2010) Scenario-based research on unconventional emergency decision-making IEEE International Conference on Emergency Management and Management Sciences. IEEE, 519-22 Liu L, Wei Y, and Shen Y (2010) Scenario-based research on unconventional emergency decision-making IEEE International Conference on Emergency Management and Management Sciences. IEEE, 519-22
5.
Zurück zum Zitat Alvear D, Abreu O, Cuesta A (2013) Decision support system for emergency management: Road tunnels. Tunn Undergr Space Technol 34:13–21CrossRef Alvear D, Abreu O, Cuesta A (2013) Decision support system for emergency management: Road tunnels. Tunn Undergr Space Technol 34:13–21CrossRef
6.
Zurück zum Zitat Moehrle S, Raskob W (2015) Structuring and reusing knowledge from historical events for supporting nuclear emergency and remediation management. Eng Appl Artif Intell 46:303–311CrossRef Moehrle S, Raskob W (2015) Structuring and reusing knowledge from historical events for supporting nuclear emergency and remediation management. Eng Appl Artif Intell 46:303–311CrossRef
7.
Zurück zum Zitat Harries C (2003) Correspondence to what? Coherence to what? What is good scenario-based decision making? Technol Forecast Soc Chang 70:797–717CrossRef Harries C (2003) Correspondence to what? Coherence to what? What is good scenario-based decision making? Technol Forecast Soc Chang 70:797–717CrossRef
8.
Zurück zum Zitat Heugens PAR, Oosterhout JV (2001) To boldly go where no man has gone before: integrating cognitive and physical features in scenario studies. Futures 33:861–872CrossRef Heugens PAR, Oosterhout JV (2001) To boldly go where no man has gone before: integrating cognitive and physical features in scenario studies. Futures 33:861–872CrossRef
9.
Zurück zum Zitat Comes T, Hiete M, and Wijngaards N (2010) Enhancing Robustness in Multi-criteria Decision-Making: A Scenario-Based Approach. International Conference on Intelligent NETWORKING and Collaborative Systems. IEEE, 484-89 Comes T, Hiete M, and Wijngaards N (2010) Enhancing Robustness in Multi-criteria Decision-Making: A Scenario-Based Approach. International Conference on Intelligent NETWORKING and Collaborative Systems. IEEE, 484-89
10.
Zurück zum Zitat Comes, T (2011). Decision Maps for Distributed Scenario-Based Multi Criteria Decision Support. KIT Comes, T (2011). Decision Maps for Distributed Scenario-Based Multi Criteria Decision Support. KIT
11.
Zurück zum Zitat Chong-guang W, Xin X, Bei-ke Z, Yu-liang N (2013) Domain ontology for scenario-based hazard evaluation. Saf Sci 60:21–34CrossRef Chong-guang W, Xin X, Bei-ke Z, Yu-liang N (2013) Domain ontology for scenario-based hazard evaluation. Saf Sci 60:21–34CrossRef
12.
Zurück zum Zitat Carroll JM (2000) Five reasons for scenario-based design. Interact Comput 13:43–60CrossRef Carroll JM (2000) Five reasons for scenario-based design. Interact Comput 13:43–60CrossRef
13.
Zurück zum Zitat Conrado, Claudine, and Patrick de Oude (2014) Scenario-Based Reasoning and Probabilistic Models for Decision Support. 17th International Conference on Information Fusion Conrado, Claudine, and Patrick de Oude (2014) Scenario-Based Reasoning and Probabilistic Models for Decision Support. 17th International Conference on Information Fusion
14.
Zurück zum Zitat Fogli D, Guida G (2013) Knowledge-centered design of decision support systems for emergency management. Decis Support Syst 55:336–347CrossRef Fogli D, Guida G (2013) Knowledge-centered design of decision support systems for emergency management. Decis Support Syst 55:336–347CrossRef
15.
Zurück zum Zitat Hui Z, Yi L (2012) Key problems on fundamental science and technology integration in ‘scenario-response’ based national emergency response platform system. Syst Eng Theory Pract 32:947–953 Hui Z, Yi L (2012) Key problems on fundamental science and technology integration in ‘scenario-response’ based national emergency response platform system. Syst Eng Theory Pract 32:947–953
16.
Zurück zum Zitat Pidd M, Eglese R, Silva FND (1996) Cemps: a prototype spatial decision support system to aid in planning emergency evacuations. Trans GIS 1(4):321–334CrossRef Pidd M, Eglese R, Silva FND (1996) Cemps: a prototype spatial decision support system to aid in planning emergency evacuations. Trans GIS 1(4):321–334CrossRef
17.
Zurück zum Zitat Mccarthy N, Neville K, Pope A (2016) The creation of a training model to support decision-making of emergency management practitioners: a design research study. J Decis Syst 25:558–565CrossRef Mccarthy N, Neville K, Pope A (2016) The creation of a training model to support decision-making of emergency management practitioners: a design research study. J Decis Syst 25:558–565CrossRef
18.
Zurück zum Zitat Weicheng, F (2013) An introduction to public safety science. Science Press Weicheng, F (2013) An introduction to public safety science. Science Press
19.
Zurück zum Zitat Qian J, Liu Y, Liu C, Jiao Y (2015) Study on case analysis and scenario deduction based on multi-dimensional scenario space method. Syst Eng Theory Pract 35:2588–2595 Qian J, Liu Y, Liu C, Jiao Y (2015) Study on case analysis and scenario deduction based on multi-dimensional scenario space method. Syst Eng Theory Pract 35:2588–2595
20.
Zurück zum Zitat Zixue G, Qi M, Zheng Y, Li X (2013) A multi-criteria decision making approach for evaluating efficiency of emergency plan based on intuitionistic fuzzy Information. Inf Technol J 12:3452–3456CrossRef Zixue G, Qi M, Zheng Y, Li X (2013) A multi-criteria decision making approach for evaluating efficiency of emergency plan based on intuitionistic fuzzy Information. Inf Technol J 12:3452–3456CrossRef
21.
Zurück zum Zitat Nedas KA, Egenhofer MJ (2008) Spatial-scene similarity queries. Trans GIS 12(6):661–681CrossRef Nedas KA, Egenhofer MJ (2008) Spatial-scene similarity queries. Trans GIS 12(6):661–681CrossRef
22.
Zurück zum Zitat A. G. Cohn and J. Renz (2007) Qualitative spatial reasoning. In Handbook of Knowledge Representation. Foundations of Artificial Intelligence, Elsevier A. G. Cohn and J. Renz (2007) Qualitative spatial reasoning. In Handbook of Knowledge Representation. Foundations of Artificial Intelligence, Elsevier
23.
Zurück zum Zitat Chen J, Anthony G, Cohn DL, Shengsheng W, Qiangyuan Y (2015) A survey of qualitative spatial representations. Knowl Eng Rev 30:106–136CrossRef Chen J, Anthony G, Cohn DL, Shengsheng W, Qiangyuan Y (2015) A survey of qualitative spatial representations. Knowl Eng Rev 30:106–136CrossRef
24.
Zurück zum Zitat Danhuai, G (2008) Propagation and visualization of uncertainty in NL-based spatial analysis. Proceedings of the 8th International Symposium on Spatial Accuracy Assessment in Natural Resources and Environmental Sciences Danhuai, G (2008) Propagation and visualization of uncertainty in NL-based spatial analysis. Proceedings of the 8th International Symposium on Spatial Accuracy Assessment in Natural Resources and Environmental Sciences
25.
Zurück zum Zitat Zhilin L (2005) A Theoretical Discussion on the Scale Issue in Geospatial Data Handling. Geom World 3:1–5 Zhilin L (2005) A Theoretical Discussion on the Scale Issue in Geospatial Data Handling. Geom World 3:1–5
26.
Zurück zum Zitat Danhuai, G (2008) Study of the key technique of spatial similarity assessment. IRSA Danhuai, G (2008) Study of the key technique of spatial similarity assessment. IRSA
27.
Zurück zum Zitat Danhuai, G (2016) Spatial analysis based on the spatial similarity. Science Press Danhuai, G (2016) Spatial analysis based on the spatial similarity. Science Press
28.
Zurück zum Zitat Randell, D. A., Cui, Z. and Cohn, A. G (1992) A spatial logic based on regions and connection. Knowledge Representation and Reasoning, 165–176 Randell, D. A., Cui, Z. and Cohn, A. G (1992) A spatial logic based on regions and connection. Knowledge Representation and Reasoning, 165–176
29.
Zurück zum Zitat Goyal, R. K., and M. J. Egenhofer (2001) Similarity of cardinal directions. Advances in Spatial and Temporal Databases Goyal, R. K., and M. J. Egenhofer (2001) Similarity of cardinal directions. Advances in Spatial and Temporal Databases
30.
Zurück zum Zitat Wei S, Peng L, Zhiming W, Ling D, Yongshan L (2005) A New Method for Representation of the Cardinal Direction Relations Using Rectangle Algebra. Comput Eng Appl 41:79–81 Wei S, Peng L, Zhiming W, Ling D, Yongshan L (2005) A New Method for Representation of the Cardinal Direction Relations Using Rectangle Algebra. Comput Eng Appl 41:79–81
31.
Zurück zum Zitat Renzhong, G (2001) Spatial Analysis (2nd). Higher Education Press Renzhong, G (2001) Spatial Analysis (2nd). Higher Education Press
32.
Zurück zum Zitat Qinglin, Z (2014) Analysis of typical depot fire incidents. Tianjin University Press Qinglin, Z (2014) Analysis of typical depot fire incidents. Tianjin University Press
33.
Zurück zum Zitat Weishan Y (2015) Study of analyzing the influence range of oil tank explosion. Fire Sci Technol 1:22–25 Weishan Y (2015) Study of analyzing the influence range of oil tank explosion. Fire Sci Technol 1:22–25
34.
Zurück zum Zitat Cui, Z., Cohn, A. G. and Randell, D. A (1993) Qualitative and topological relationships in spatial databases. Advances in Spatial Databases, 293–315 Cui, Z., Cohn, A. G. and Randell, D. A (1993) Qualitative and topological relationships in spatial databases. Advances in Spatial Databases, 293–315
35.
Zurück zum Zitat Gerevini A, Renz J (2002) Combining topological and size information for spatial reasoning. Artif Intell 137:1–42CrossRef Gerevini A, Renz J (2002) Combining topological and size information for spatial reasoning. Artif Intell 137:1–42CrossRef
36.
Zurück zum Zitat Thora Tenbrink, Jan Wiener, and Christophe Claremont (2013) Representing space in cognition: Interrelations of behavior, language, and formal models. Oxford university press Thora Tenbrink, Jan Wiener, and Christophe Claremont (2013) Representing space in cognition: Interrelations of behavior, language, and formal models. Oxford university press
Metadaten
Titel
A Spatio-temporal Scenario Model for Emergency Decision
verfasst von
Cheng Liu
Jing Qian
Danhuai Guo
Yi Liu
Publikationsdatum
20.12.2017
Verlag
Springer US
Erschienen in
GeoInformatica / Ausgabe 2/2018
Print ISSN: 1384-6175
Elektronische ISSN: 1573-7624
DOI
https://doi.org/10.1007/s10707-017-0313-2

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