Mixed reality emergency management: bringing virtual evacuation simulations into real-world built environments

References

• Bass, William M., and R. Denise Blanchard. 2011. “Examining Geographic Visualization as a Technique for Individual Risk Assessment.” Applied Geography 31 (1): 53–63. doi:10.1016/j.apgeog.2010.03.011.
   Web of Science ®Google Scholar
• Billinghurst, Mark, Adrian Clark, and Gun Lee. 2015. “A Survey of Augmented Reality.” Foundations and Trends® in Human–Computer Interaction, 8:73–272. doi:10.1561/1100000049.
   Google Scholar
• Cepolina, Elvezia M. 2005. “A Methodology for Defining Building Evacuation Routes.” Civil Engineering and Environmental Systems 22 (1): 29–47. doi:10.1080/10286600500049946.
   Web of Science ®Google Scholar
• Cheng, Kun-Hung, and Chin-Chung Tsai. 2013. “Affordances of Augmented Reality in Science Learning: Suggestions for Future Research.” Journal of Science Education and Technology 22 (4): 449–462. doi:10.1007/s10956-012-9405-9.
   Web of Science ®Google Scholar
• Chiu, Yung Piao, and Yan Chyuan Shiau. 2016. “Study on the Application of Unity Software in Emergency Evacuation Simulation for Elder.” Artificial Life and Robotics 21 (2): 232–238. doi:10.1007/s10015-016-0277-6.
   Web of Science ®Google Scholar
• Cova, Thomas J. 1999. “GIS in Emergency Management.” Geographical Information Systems: Principles, Techniques, Applications, and Management, no. Rejeski 1993: 845–858. http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.134.9647&rep=rep1&type=pdf.
   Google Scholar
• Cutter, Susan L. 2003. “GI Science, Disasters, and Emergency Management.” Transactions in GIS 7 (4): 439–445. doi:10.1111/1467-9671.00157.
   Google Scholar
• Dunleavy, Matt, Chris Dede, and Rebecca Mitchell. 2009. “Affordances and Limitations of Immersive Participatory Augmented Reality Simulations for Teaching and Learning.” Journal of Science Education and Technology 18 (1): 7–22. doi:10.1007/s10956-008-9119-1.
   Web of Science ®Google Scholar
• Dünser, Andreas, Mark Billinghurst, James Wen, Ville Lehtinen, and Antti Nurminen. 2012. “Exploring the Use of Handheld AR for Outdoor Navigation.” Computers & Graphics 36 (8): 1084–1095. doi:10.1016/j.cag.2012.10.001.
   Web of Science ®Google Scholar
• Eaglin, Todd, Kalpathi Subramanian, and Jamie Payton. 2013. “3D Modeling by the Masses: A Mobile App for Modeling Buildings.” 2013 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2013, 315–317.
   Google Scholar
• Elsayed, Neven A M, Bruce H Thomas, Kim Marriott, Julia Piantadosi, and Ross T Smith. 2016. “Situated Analytics : Demonstrating Immersive Analytical Tools with Augmented Reality.” Journal of Visual Language and Computing 36: 13–23. doi:10.1016/j.jvlc.2016.07.006.
   Web of Science ®Google Scholar
• Emergency Management British Columbia. 2011. “Emergency Management in BC : Reference Manual.”
   Google Scholar
• Gröger, Gerhard, and Lutz Plümer. 2012. “CityGML – Interoperable Semantic 3D City Models.” ISPRS Journal of Photogrammetry and Remote Sensing 71: 12–33. doi:10.1016/j.isprsjprs.2012.04.004.
   Web of Science ®Google Scholar
• Gwynne, S. M V. 2012. “Translating Behavioral Theory of Human Response into Modeling Practice.” National Institute of Standards and Technology. Gaithersburg, MD, 69. doi:10.6028/NIST.GCR.972.
   Google Scholar
• Gwynne, S. M V, L. M. Hulse, and M. J. Kinsey. 2016. “Guidance for the Model Developer on Representing Human Behavior in Egress Models.” Fire Technology 52 (3): 775–800. doi:10.1007/s10694-015-0501-2.
   Web of Science ®Google Scholar
• Hedley, Nick. 2008. “Real-Time Reification: How Mobile Augmented Reality May Change Our Relationship with Geographic Space.” Proceedings of the 2nd International Symposium on Geospatial Mixed Reality, 28–29 August, Laval University, Quebec City, Quebec, Canada. http://regard.crg.ulaval.ca/index.php?id=1.
   Google Scholar
• Hedley, Nick. 2017. “Augmented Reality.” International Encyclopedia of Geography, edited by Douglas Richardson, Noel Castree, Michael F. Goodchiild, Audrey Kobayashi, Weidong Liu, and Richard A. Marston. Wiley. doi:10.1201/9780849375477.ch213.
   Google Scholar
• Hedley, Nicholas R., Mark Billinghurst, Lori Postner, Richard May, and Hirokazu Kato. 2002. “Explorations in the Use of Augmented Reality for Geographic Visualization.” Presence: Teleoperators and Virtual Environments 11 (2): 119–133. doi:10.1162/1054746021470577.
   Web of Science ®Google Scholar
• Hedley, N., and C. Chan. 2012. "Using Situated Citizen Sampling, Augmented Geographic Spaces and Geospatial Game Design to Improve Resilience in Real Communities at Risk from Tsunami Hazards." International society for photogrammetry and remote sensing (ISPRS) XXII International Congress 2012, 25 Aug–1 Sept, 2012, Melbourne, Australia.
   Google Scholar
• Isikdag, Umit. 2015. “BIM and IoT: A Synopsis from GIS Perspective.” ISPRS – International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XL-2/W4:33–38. doi:10.5194/isprsarchives-XL-2-W4-33-2015.
   Google Scholar
• Isikdag, Umit, Sisi Zlatanova, and Jason Underwood. 2013. “A BIM-Oriented Model for Supporting Indoor Navigation Requirements.” Computers, Environment and Urban Systems 41. 112–123. doi:10.1016/j.compenvurbsys.2013.05.001.
   Web of Science ®Google Scholar
• Jafri, Rabia. 2016. “A GPU-Accelerated Real-Time Contextual Awareness Application for the Visually Impaired on Google’s Project Tango Device.” Journal of Supercomputing 73 (2). 1–13. doi:10.1007/s11227-016-1891-8.
   Web of Science ®Google Scholar
• Kim, W., N. Kerle, and M. Gerke. 2016. “Mobile Augmented Reality in Support of Building Damage and Safety Assessment.” Natural Hazards and Earth System Sciences 16 (1). 287–298. doi:10.5194/nhess-16-287-2016.
   Web of Science ®Google Scholar
• Koua, E. L., A. Maceachren, and M.-J. Kraak. 2006. “Evaluating the Usability of Visualization Methods in an Exploratory Geovisualization Environment.” International Journal of Geographical Information Science 20 (4): 425–448. doi:10.1080/13658810600607550.
   Web of Science ®Google Scholar
• Kraak, Menno-Jan, and Alan M. MacEachren. 2005. “Geovisualization and GIScience.” Cartography and Geographic Information Science 32 (2): 67–68. doi:10.1559/1523040053722123.
   Google Scholar
• Kuligowski, Erica D., Richard D. Peacock, and Bryan L. Hoskins. 2010. “A Review of Building Evacuation Models; 2nd Edition.” NIST Technical Note 1680. doi:10.6028/NIST.TN.1471.
   Google Scholar
• Lin, Hui, Min Chen, Guonian Lu, Hui Lin, Min Chen, and Guonian Lu. 2013. “Virtual Geographic Environment: A Workspace for Computer-Aided Geographic Experiments.” Annals of the Association of American Geographers 103 (3): 465–482. doi:10.1080/00045608.2012.689234.
   Web of Science ®Google Scholar
• Liu, Xin, Xiangyu Wang, Graeme Wright, Jack Cheng, Xiao Li, and Rui Liu. 2017. “A State-of-the-Art Review on the Integration of Building Information Modeling (BIM) and Geographic Information System (GIS).” ISPRS International Journal of Geo-Information 6 (2): 53. doi:10.3390/ijgi6020053.
   Web of Science ®Google Scholar
• Lochhead, Ian M, and Nick Hedley. 2017. “Modeling Evacuation in Institutional Space: Linking Three-Dimensional Data Capture, Simulation, Analysis, and Visualization Workflows for Risk Assessment and Communication.” Information Visualization. doi:10.1177/1473871617720811.
   Web of Science ®Google Scholar
• Lonergan, Chris, and Nick Hedley. 2014. “Flexible Mixed Reality and Situated Simulation as Emerging Forms of Geovisualization.” Cartographica: The International Journal for Geographic Information and Geovisualization 49 (3). 175–187. https://muse-jhu-edu.proxy.lib.sfu.ca/journals/cartographica/v049/49.3.lonergan.html. doi: 10.3138/carto.49.3.2440
   Google Scholar
• Lonergan, Chris, and Nicholas Hedley. 2015. “Navigating the Future of Tsunami Risk Communication: Using Dimensionality, Interactivity and Situatedness to Interface with Society.” Natural Hazards 78 (1). 179–201. doi:10.1007/s11069-015-1709-7.
   Web of Science ®Google Scholar
• MacEachren, Alan M., and Menno-Jan Kraak. 2001. “Research Challenges in Geovisualization.” Cartography and Geographic Information Science 28 (1): 3–12. doi:10.1559/152304001782173970.
   Google Scholar
• Meng, Fanxing, and Wei Zhang. 2014. “Way-Finding During a Fire Emergency: An Experimental Study in a Virtual Environment.” Ergonomics 57 (6): 816–827. doi:10.1080/00140139.2014.904006.
   PubMed Web of Science ®Google Scholar
• Milgram, P, H Takemura, A Utsumi, and F Kishino. 1994. “Augmented Reality: A Class of Displays on the Reality-Virtuality Continuum.” SPIE 2351 (Telemanipulator and Telepresence Technologies):282–292. doi: 10.1.1.83.6861.
   Google Scholar
• Ntuen, Celestine A., Eui H. Park, and Kim Gwang-Myung. 2010. “Designing an Information Visualization Tool for Sensemaking.” International Journal of Human-Computer Interaction 26 (2–3): 189–205. doi:10.1080/10447310903498825.
   Web of Science ®Google Scholar
• Nunes, Nuno, Kimberly Roberson, and Alfredo Zamudio. 2014. “The MEND Guide. Comprehensive Guide for Planning Mass Evacuations in Natural Disasters. Pilot Document.”
   Google Scholar
• Paelke, Volker, and Monika Sester. 2010. “Augmented Paper Maps: Exploring the Design Space of a Mixed Reality System.” ISPRS Journal of Photogrammetry and Remote Sensing 65 (3): 256–265. doi:10.1016/j.isprsjprs.2009.05.006.
   Web of Science ®Google Scholar
• Pike, William a, John Stasko, Remco Chang, and Theresa a O Connell. 2009. “The Science of Interaction.” Information Visualization 8 (4). 263–274. doi:10.1057/ivs.2009.22.
   Web of Science ®Google Scholar
• Public Safety Canada. 2011. “An Emergency Management Framework for Canada.” Ottawa.
   Google Scholar
• Ribeiro, João, João Emílio Almeida, Rosaldo J. F. Rossetti, António Coelho, and António Leça Coelho. 2012. “Towards a Serious Games Evacuation Simulator.” 26th European conference on modelling and simulation ECMS 2012, Koblenz, Germany, 697–702.
   Google Scholar
• Rinne, Tuomo, Kati Tillander, and Peter Grönberg. 2010. “Data Collection and Analysis of Evacuation Situations.” VTT Tiedotteita – Valtion Teknillinen Tutkimuskeskus.
   Google Scholar
• Ronchi, Enrico, and Daniel Nilsson. 2013. “Fire Evacuation in High-Rise Buildings : A Review of Human Behaviour and Modelling Research.” Fire Science Reviews 2 (7): 1–21. doi:10.1186/2193-0414-2-7.
   Google Scholar
• Schall, Gerhard, Erick Mendez, Ernst Kruijff, Eduardo Veas, Sebastian Junghanns, Bernhard Reitinger, and Dieter Schmalstieg. 2009. “Handheld Augmented Reality for Underground Infrastructure Visualization.” Personal and Ubiquitous Computing 13 (4): 281–291. doi:10.1007/s00779-008-0204-5.
   Web of Science ®Google Scholar
• Shelton, Brett E., and Nicholas R. Hedley. 2004. “Exploring a Cognitive Basis for Learning Spatial Relationships with Augmented Reality.” Technology, Instruction, Cognition and Learning 1: 323–357. http://digitalcommons.usu.edu/itls_facpub/92/.
   Google Scholar
• Slocum, Terry A., Connie Blok, Bin Jiang, Alexandra Koussoulakou, Daniel R. Montello, Sven Fuhrmann, and Nicholas R. Hedley. 2001. “Cognitive and Usability Issues in Geovisualization.” Cartography and Geographic Information Science 28 (1): 61–75. doi:10.1559/152304001782173998.
   Google Scholar
• Smith, Shana, and Emily Ericson. 2009. “Using Immersive Game-Based Virtual Reality to Teach Fire-Safety Skills to Children.” Virtual Reality 13 (2): 87–99. doi:10.1007/s10055-009-0113-6.
   Web of Science ®Google Scholar
• Speake, Janet, and Stephen Axon. 2012. “‘I Never Use “Maps” Anymore’: Engaging with Sat Nav Technologies and the Implications for Cartographic Literacy and Spatial Awareness.” The Cartographic Journal 49 (4): 326–336. doi:10.1179/1743277412Y.0000000021.
   Web of Science ®Google Scholar
• Tang, Fangqin, and Aizhu Ren. 2012. “GIS-Based 3D Evacuation Simulation for Indoor Fire.” Building and Environment 49 (March): 193–202. doi:10.1016/j.buildenv.2011.09.021.
   Google Scholar
• Tang, Chieh-Hsin, Wu-Tai Wu, and Ching-Yuan Lin. 2009. “Using Virtual Reality to Determine How Emergency Signs Facilitate Way-Finding.” Applied Ergonomics 40 (4): 722–730. doi:10.1016/j.apergo.2008.06.009.
   PubMed Web of Science ®Google Scholar
• Thill, Jean Claude, Thi Hong Diep Dao, and Yuhong Zhou. 2011. “Traveling in the Three-Dimensional City: Applications in Route Planning, Accessibility Assessment, Location Analysis and Beyond.” Journal of Transport Geography 19 (3): 405–421. doi:10.1016/j.jtrangeo.2010.11.007.
   Web of Science ®Google Scholar
• Torrens, Paul M. 2015. “Slipstreaming Human Geosimulation in Virtual Geographic Environments.” Annals of GIS 21 (March): 325–344. doi:10.1080/19475683.2015.1009489.
   Google Scholar
• Torres-Sospedra, Joaquín, Joan Avariento, David Rambla, Raúl Montoliu, Sven Casteleyn, Mauri Benedito-Bordonau, Michael Gould, and Joaquín Huerta. 2015. “Enhancing Integrated Indoor/Outdoor Mobility in a Smart Campus.” International Journal of Geographical Information Science 8816 (July): 1–14. doi:10.1080/13658816.2015.1049541.
   Google Scholar
• Tsai, Ming-Kuan, Yung-Ching Lee, Chung-Hsin Lu, Mei-Hsin Chen, Tien-Yin Chou, and Nie-Jia Yau. 2012. “Integrating Geographical Information and Augmented Reality Techniques for Mobile Escape Guidelines on Nuclear Accident Sites.” Journal of Environmental Radioactivity 109 (July): 36–44. doi:10.1016/j.jenvrad.2011.12.025.
   PubMedGoogle Scholar
• Tsai, Ming-Kuan, and Nie-Jia Yau. 2013. “Enhancing Usability of Augmented-Reality-Based Mobile Escape Guidelines for Radioactive Accidents.” Journal of Environmental Radioactivity 118 (April): 15–20. doi:10.1016/j.jenvrad.2012.11.001.
   PubMedGoogle Scholar
• Wilson, Robert D, and Brandon Cales. 2008. “Geographic Information Systems, Evacuation Planning and Execution.” Communications of the IIMA 8 (4): 13–30. doi:10.1108/17506200710779521.
   Google Scholar
• Woolard, A., V. Lalioti, N. Hedley, J. Julien, M. Hammond, and N. Carrigan. 2003. “Using ARToolKit to Prototype Future Entertainment Scenarios.” ART 2003 – IEEE International Augmented Reality Toolkit Workshop, 69–70. doi:10.1109/ART.2003.1320430.
   Google Scholar
• Wright, John K. 1942. “Map Makers Are Human: Comments on the Subjective in Maps.” Geographical Review 32 (4): 527–544. doi: 10.2307/209994
   Google Scholar
• Wu, Chenshu, Zheng Yang, Yu Xu, Yiyang Zhao, and Yunhao Liu. 2015. “Human Mobility Enhances Global Positioning Accuracy for Mobile Phone Localization.” IEEE Transactions on Parallel and Distributed Systems 26 (1): 131–141. doi:10.1109/TPDS.2014.2308225.
   Web of Science ®Google Scholar
• Zhou, Yuhong, Thi Hong Diep Dao, Jean Claude Thill, and Eric Delmelle. 2015. “Enhanced 3D Visualization Techniques in Support of Indoor Location Planning.” Computers, Environment and Urban Systems 50. Elsevier Ltd:15–29. doi:10.1016/j.compenvurbsys.2014.10.003.
   Web of Science ®Google Scholar
• Zlatanova, Sisi, George Sithole, Masafumi Nakagawa, and Qing Zhu. 2013. “Problems in Indoor Mapping and Modelling.” ISPRS – International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XL-4/W4:63–68. doi:10.5194/isprsarchives-XL-4-W4-63-2013.
   Google Scholar