RAPID/Collaborative Research: Integrated Sociotechnical Investigations of the Compounding Impacts of Maui Wildfires fueled by Hurricane Dora

这个快速反应研究（RAPID）项目的赠款收集短暂的数据，以更好地了解毛伊岛野火和飓风多拉的复合影响，并揭示居民和游客之间的差异，他们的行为反应受到基础设施故障的影响。它研究了警报信息的来源，保护行动的决策，并在个人层面的疏散物流。与此同时，该项目捕捉了在失去电池和电力服务的情况下，毛伊岛灾害预警业务的运行状态。记录每个系统的故障以及相互连接的基础设施系统之间的级联效应。研究成果扩大了现有的警报和疏散科学知识，同时促进了对非正式网络和在没有官方指导的情况下决策的理解。飓风引发的快速移动的毛伊岛野火提供了一个独特的研究机会，可以在没有官方警告的情况下探索决策的复杂性。这一事件有三个独特的特点。首先，毛伊岛有很大比例的游客谁可能会表现出不同的模式，在警告接收，保护行动的决策，和疏散物流。其次，岛上80个警报器都没有被激活以应对野火的威胁。由于没有预警系统，再加上手机和电力服务中断，获得及时官方预警的机会受到严重限制。第三，关键基础设施系统的连锁故障突出了它们之间的相互依赖性和破坏性后果。该项目收集和分析了居民和游客在不同程度的警告信息下的异质行为反应的多维数据，以及这些反应受到关键基础设施故障（即，对运输、电力和通信网络互操作性的损害/中断）。丰富的数据集不仅支持未来的数字双授权应用，还有助于加强网络和物理领域的应急管理。此外，该项目还参与并培训了多名夏威夷原住民学生进行数据收集和分析。该奖项反映了NSF的法定使命，并被认为值得通过使用基金会的智力价值和更广泛的影响审查标准进行评估来支持。

This Grants for Rapid Response Research (RAPID) project collects ephemeral data to better understand the compounding impacts of Maui wildfires and Hurricane Dora and reveal the differences between residents and tourists in their behavioral responses as affected by infrastructure failures. It examines the sources of warning information, protective action decision-making, and evacuation logistics at the individual level. In the meantime, the project captures the operation states of disaster warning operations in Maui under the loss of cell and electric power services. Failures at each system are documented, as well as the cascading effect among inter-connected infrastructure systems. The research outcomes expand the existing body of scientific knowledge on warning and evacuation while advancing the understanding of informal networks and decision-making in the absence of official guidance. The hurricane-fueled fast-moving Maui wildfire offers a unique research opportunity to explore the intricacies of decision-making in the absence of official warnings. This event has three unique characteristics. First, Maui has a large percentage of tourists who may exhibit different patterns in warning reception, protective action decision-making, and evacuation logistics. Second, none of the 80 warning sirens placed around the island were activated in response to the wildfire threat. Its absence, coupled with the loss of cell phone and power services, severely limited access to timely official warnings. Third, the cascading failures of critical infrastructure systems highlighted the interdependencies among them and the devastating consequences. This project collects and analyzes multi-dimensional data on heterogeneous behavioral responses by residents and tourists with varying degrees of warning information, as well as the ways in which these responses were affected by critical infrastructure failures (i.e., damages/disruptions to transportation, power, and communication network interoperability). The rich datasets not only bolster future digital twin-empowered applications but also contribute to the enhancement of emergency management in cyber and physical domains. In addition, the project engages and trains multiple Native Hawaiian students in data collection and analysis.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.