Evaluation of seismic evacuation behavior in complex urban environments based on GIS: A case study of Xi'an, China

Abstract Building evacuation behavior research based on computer logical rule-based models and experimental studies has always taken the leading role in the field of evacuation behavior. However, there is still limited research on seismic evacuation behavior in complex urban environments. This paper empirically evaluates the seismic evacuation behavior in complex urban environments during a real-world earthquake in Xi'an, China. More specifically, safety and closeness of evacuation, as well as group differences are discussed. Questionnaires and behavior maps, as well as GIS methods, are used to provide some baseline analyses. Results indicate that even though most residents chose safe evacuation destinations, they were not the closest destinations to their homes. The evacuation paths are much longer than the distances from residents' homes to the nearest safe space. Sections of every evacuation path are at risk due to high-rise buildings by the street side. There are obvious group differences of evacuation behavior caused by differences in gender, age, education level, personal familiarity with living environment, and length of residency. Based on the evaluation results, this paper also attempts to provide some insights to urban seismic shelter planning, urban construction and planning to improve urban disaster prevention ability.

[1]  Byung-In Kim,et al.  Estimating the impact of residents with disabilities on the evacuation in a high-rise building: A simulation study , 2012, Simul. Model. Pract. Theory.

[2]  Harri Ehtamo,et al.  Pedestrian behavior and exit selection in evacuation of a corridor – An experimental study , 2012 .

[3]  J L Adler,et al.  Emergent Fundamental Pedestrian Flows from Cellular Automata Microsimulation , 1998 .

[4]  Petter Holme,et al.  Predictability of population displacement after the 2010 Haiti earthquake , 2012, Proceedings of the National Academy of Sciences.

[5]  Nicole Dash,et al.  Evacuation Decision Making and Behavioral Responses: Individual and Household , 2007 .

[6]  Keith M. Christensen,et al.  Agent-Based Emergency Evacuation Simulation with Individuals with Disabilities in the Population , 2008, J. Artif. Soc. Soc. Simul..

[7]  Vi Ha,et al.  Agent-based modeling of a multi-room multi-floor building emergency evacuation , 2012 .

[8]  C. Dorso,et al.  Morphological and dynamical aspects of the room evacuation process , 2007 .

[9]  Lenka Pitonakova,et al.  Rapid and Near Real-Time Assessments of Population Displacement Using Mobile Phone Data Following Disasters: The 2015 Nepal Earthquake , 2016, PLoS currents.

[10]  Yeong-gwang Oh,et al.  Agent-based simulation of affordance-based human behaviors in emergency evacuation , 2013, Simul. Model. Pract. Theory.

[11]  Xiaolu Gao,et al.  Evaluation method and empirical study on service quality of seismic emergency shelters , 2014 .

[12]  Walter R. Boot,et al.  Exact and heuristic solution algorithms for efficient emergency evacuation in areas with vulnerable populations , 2019, International Journal of Disaster Risk Reduction.

[13]  Brian Veitch,et al.  Assessing offshore emergency evacuation behavior in a virtual environment using a Bayesian Network approach , 2016, Reliab. Eng. Syst. Saf..

[14]  A. Seyfried,et al.  Basics of Modelling the Pedestrian Flow , 2005, physics/0506189.

[15]  Constantinos I. Siettos,et al.  Escape Dynamics in Office Buildings: Using Molecular Dynamics to Quantify the Impact of Certain Aspects of Human Behavior During Emergency Evacuation , 2010 .

[16]  G. W. H. Silcock,et al.  Toward the Characterization of Building Occupancies for Fire Safety Engineering: Capabilities of Disabled People Moving Horizontally and on an Incline , 1999 .

[17]  Joshua Auld,et al.  Evacuation decision behavior for no-notice emergency events , 2019 .

[18]  Seung-Jae Lee,et al.  Modeling handicapped pedestrians considering physical characteristics using cellular automaton , 2018 .

[19]  Pamela Murray-Tuite,et al.  Evacuation transportation modeling: An overview of research, development, and practice , 2013 .

[20]  Yong Seog Kim,et al.  Modeling emergency evacuation of individuals with disabilities (exitus): An agent-based public decision support system , 2012, Expert Syst. Appl..

[21]  Lim Eng Aik Exit-selection behaviors during a classroom evacuation , 2011 .

[22]  Majid Sarvi,et al.  Human exit choice in crowded built environments: Investigating underlying behavioural differences between normal egress and emergency evacuations , 2016 .

[23]  T. Cova,et al.  Microsimulation of Neighborhood Evacuations in the Urban–Wildland Interface , 2002 .

[24]  Xiaoping Zheng,et al.  Modeling crowd evacuation of a building based on seven methodological approaches , 2009 .

[25]  Dai Erfu Methodology for assessment and classification of natural disaster risk:A case study on seismic disaster in Shanxi Province , 2011 .

[26]  Chris T. Kiranoudis,et al.  Modeling emergency evacuation for major hazard industrial sites , 2007, Reliab. Eng. Syst. Saf..

[27]  Max Kinateder,et al.  Exit choice in an emergency evacuation scenario is influenced by exit familiarity and neighbor behavior , 2018, Safety Science.

[28]  Nirajan Shiwakoti,et al.  Video-based analysis of school students' emergency evacuation behavior in earthquakes , 2016 .

[29]  G. W. H. Silcock,et al.  Toward the Characterization of Building Occupancies for Fire Safety Engineering: Capability of Disabled People to Negotiate Doors , 1999 .

[30]  Ameya Shendarkar,et al.  Crowd simulation for emergency response using BDI agents based on immersive virtual reality , 2008, Simul. Model. Pract. Theory.

[31]  Bauke de Vries,et al.  Building safety and human behaviour in fire : a literature review , 2010 .

[32]  Hideaki Iwaki,et al.  A Model for Simulating Human Behavior During Emergency Evacuation Based on Classificatory Reasoning and Certainty Value Handling , 1992 .

[33]  Seungho Lee,et al.  An integrated human decision making model for evacuation scenarios under a BDI framework , 2010, TOMC.

[34]  May Lim,et al.  Self-organized queuing and scale-free behavior in real escape panic , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[35]  Pamela Murray-Tuite,et al.  Behavioral Model to Understand Household-Level Hurricane Evacuation Decision Making , 2011 .

[36]  Eric Bonabeau,et al.  Agent-based modeling: Methods and techniques for simulating human systems , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[37]  Lei Wang,et al.  Pedestrians’ behavior in emergency evacuation: Modeling and simulation* , 2016 .

[38]  Yoshihide Sekimoto,et al.  Cross-comparative analysis of evacuation behavior after earthquakes using mobile phone data , 2018, PloS one.

[39]  Enrico Ronchi,et al.  Social influence on route choice in a virtual reality tunnel fire , 2014 .

[40]  Xiaoping Zheng,et al.  Simulation of evacuation processes in a square with a partition wall using a cellular automaton model for pedestrian dynamics , 2010 .

[41]  V. A. Oven,et al.  Modelling the evacuation of a high-rise office building in Istanbul , 2009 .

[42]  T. J. Shields,et al.  Toward the Characterization of Building Occupancies for Fire Safety Engineering: Prevalence, Type, and Mobility of Disabled People , 1999 .

[43]  Yuan Cheng,et al.  Modeling cooperative and competitive behaviors in emergency evacuation: A game-theoretical approach , 2011, Comput. Math. Appl..

[44]  Wang Cheng,et al.  A modified Particle Swarm Optimization-based human behavior modeling for emergency evacuation simulation system , 2008, 2008 International Conference on Information and Automation.

[45]  Kincho H. Law,et al.  A multi-agent based framework for the simulation of human and social behaviors during emergency evacuations , 2007, AI & SOCIETY.

[46]  Emilio Luque,et al.  A Hybrid Simulation Model to Test Behaviour Designs in an Emergency Evacuation , 2012, ICCS.

[47]  Ana L. C. Bazzan,et al.  An agent-based simulation of pedestrian dynamics: from lane formation to auditorium evacuation , 2006, AAMAS '06.