Video-based analysis of school students’ emergency evacuation behavior in earthquakes

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• 作者：Ziyuan Gu^a ; ^b ; Zhiyuan Liu^a ; ^{zhiyuanl@seu.edu.cn" class="auth_mail" title="E-mail the corresponding author} ; Nirajan Shiwakoti^c ; Min Yang^a
• 关键词：Emergency evacuation ; Students&rsquo ; behavior ; Video analytics ; Disaster management ; Crowd dynamics
• 刊名：International Journal of Disaster Risk Reduction
• 出版年：2016
• 出版时间：September 2016
• 年：2016
• 卷：18
• 期：Complete
• 页码：1-11
• 全文大小：1509 K

文摘

One of the critical challenges in the development of evacuation models for pedestrian crowds is the lack of complementary data under emergency conditions. Specifically, the study of evacuation behavior of students in schools has been limited in the literature. This paper analyzes school students’ emergency evacuation behavior in earthquakes using data extracted from videos of real emergency evacuation. A comparison between students’ behavior under normal conditions and under emergency circumstances is made to identify the differences. These differences are quantitatively analyzed through regression modeling.

Overall, students’ behavior under normal conditions is stable as expected. The cumulative curve of the number of departures can be modeled as a linear function. Differently, students’ emergency evacuation behavior is much more chaotic. Four stages – reaction, acceleration, linearity and saturation – are identified, which form a convex cumulative curve rather than a linear one. It is also found that, under emergency circumstances, students’ reaction time increases substantially, and the mean value as well as the variance of the number of departures per second becomes much larger. However, the reaction time is comparatively lower than those observed from previous studies on adults. Moreover, we could not observe the highly competitive behavior or ‘faster is slower effect’ as predicted from previous mathematical models. These results provide useful practical knowledge towards the development of mathematical models intended to simulate the emergency evacuation behavior of students in schools.