Dynamic integrated model for disaster management and socioeconomic analysis (DIM2SEA)

Erick Mas, Daniel Felsenstein, Luis Moya, A. Yair Grinberger, Rubel Das, Shunichi Koshimura

    研究成果: Article査読

    抄録

    The DIM2SEA research project aims to increase urban resilience to large-scale disasters. We are engaged in developing a prototype Dynamic Integrated Model for Disaster Management and Socioeconomic Analysis (DIM2SEA) that will give disaster officials, stake-holders, urban engineers and planners an analytic tool for mitigating some of the worst excesses of catastrophic events. This is achieved by harnessing state-of-the-art developments in damage assessment, spatial simulation modeling, and Geographic Information System (GIS). At the heart of DIM2SEA is an agent-based model combined with post-disaster damage assessment and socioeconomic impact models. The large amounts of simulated spatial and temporal data generated by the agent-based models are fused with the socioeconomic profiles of the target population to generate a multidimensional database of inherently “synthetic” big data. Progress in the following areas is reported here: (1) Synthetic population generation from census tract data into agent profiling and spatial allocation, (2) developing scenarios of building damage due to earthquakes and tsunamis, (3) building debris scattering estimation and road network disruption, (4) logistics regarding post-disaster relief distribution, (5) the labor market in post-disaster urban dynamics, and (6) household insurance behavior as a reflection of urban resilience.

    本文言語English
    ページ(範囲)1257-1271
    ページ数15
    ジャーナルJournal of Disaster Research
    13
    7
    DOI
    出版ステータスPublished - 2018 12

    ASJC Scopus subject areas

    • 安全性、リスク、信頼性、品質管理
    • 工学(その他)

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