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A Study on Influential Factors on Building Damage in Kesennuma, Japan from the 2011 Great East Japan Tsunami

机译:2011年东日本大海啸对日本气仙沼建筑破坏的影响因素研究

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A number of buildings were damaged by the 2011 Great East Japan tsunami in the Tohoku area. The research objective is to determine the significant predictor variables of the level of building damage. This paper used detailed data on damaged buildings in Kesennuma City, Japan, collected by the Ministry of Land, Infrastructure, Transport and Tourism (MLIT). The tested explanatory parameters included the inundation depth, number of floors, volume of the building, debris flow, structural material, and function of the building. Through multinomial logistic regression, the results found that the number of floors was significantly associated with the damage level; the inundation depth, structural material (reinforced concrete and masonry), and function of the building (commercial facility, transportation/storage facility, and public facility) were partially associated with the damage level. This study can contribute to academic research by assessing the contribution of different variables to observed damage data by applying statistical analysis, as well as the practical contribution of providing an examination of the predominant factors driving tsunami damage to buildings. (44 views)
机译:2011年东北地区的东日本大海啸摧毁了许多建筑物。研究目的是确定建筑物损坏程度的重要预测变量。本文使用了日本国土交通省(MLIT)收集的日本气仙沼市受损建筑物的详细数据。测试的解释性参数包括淹没深度,层数,建筑物的体积,泥石流,结构材料和建筑物的功能。通过多项逻辑回归,结果发现层数与破坏程度显着相关。淹没深度,结构材料(钢筋混凝土和砖石)和建筑物的功能(商业设施,运输/存储设施和公共设施)与损坏程度有部分关联。这项研究可以通过应用统计分析评估不同变量对观察到的破坏数据的贡献,从而为学术研究做出贡献,以及对导致海啸破坏建筑物的主要因素进行检查的实际贡献。 (44观看次数)

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