Transition in dynamic events: The 2020 lightning complex fires in Northern California as an adaptive system.

IF 3 3区 医学 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS
Risk Analysis Pub Date : 2025-03-13 DOI:10.1111/risa.70015
Louise Comfort, Saemi Chang
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引用次数: 0

Abstract

The transition from one level of operations to a next larger, more complex level while maintaining coherence as a system has stymied organizational theorists for decades. Drawing on systems theory, network analysis, and collaborative governance, we explore how networks adapt during rapidly escalating crises. Specifically, we investigate the emergence of a synthesizing intelligence function among networks to support coordinated action. Using a case study of the 2020 Santa Clara Unit Lightning Complex Fire, we analyze field operations data from Incident Reports filed by the California Department of Forestry and Fire Protection to develop a system dynamics model. Our findings suggest that a synthesizing intelligence function, informed by various types of intelligence, influences the rate of change in operational systems during dynamic conditions. This system-wide intelligence function is crucial for decision-makers confronting extreme events, facilitating effective anticipation of complex transitions in large-scale operational systems.

动态事件中的过渡:2020年北加州闪电复杂火灾作为一个自适应系统。
从一个操作级别过渡到下一个更大、更复杂的级别,同时保持系统的一致性,这已经困扰了组织理论家几十年。利用系统理论、网络分析和协作治理,我们探讨了网络如何在迅速升级的危机中适应。具体而言,我们研究了网络之间的综合智能功能的出现,以支持协调行动。通过对2020年圣克拉拉单元闪电复杂火灾的案例研究,我们分析了加州林业和消防部门提交的事件报告中的现场操作数据,以开发系统动力学模型。我们的研究结果表明,在动态条件下,由各种类型的智能告知的综合智能功能会影响操作系统的变化率。这种全系统范围的情报功能对于面对极端事件的决策者至关重要,有助于有效预测大规模作战系统中的复杂转变。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Risk Analysis
Risk Analysis 数学-数学跨学科应用
CiteScore
7.50
自引率
10.50%
发文量
183
审稿时长
4.2 months
期刊介绍: Published on behalf of the Society for Risk Analysis, Risk Analysis is ranked among the top 10 journals in the ISI Journal Citation Reports under the social sciences, mathematical methods category, and provides a focal point for new developments in the field of risk analysis. This international peer-reviewed journal is committed to publishing critical empirical research and commentaries dealing with risk issues. The topics covered include: • Human health and safety risks • Microbial risks • Engineering • Mathematical modeling • Risk characterization • Risk communication • Risk management and decision-making • Risk perception, acceptability, and ethics • Laws and regulatory policy • Ecological risks.
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