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在城市洪水期间,在时间人类流动网络中潜伏的亚结构性弹性机制
Akhil Anil Rajput1, Ali Mostafavi2
1Zachry Department of Civil Engineering, Texas A&M University, College Station, TX, USA.
Scientific reports
|July 6, 2023
概括
人类流动性网络显示,城市洪水对基础结构造成了持久的影响,即使全球措施表明恢复. 分析微结构是理解时间网络中的灾难弹性和恢复的关键.
科学领域:
- 网络科学 网络科学
- 城市流动研究 城市流动研究
- 灾难抗灾能力研究研究
背景情况:
- 评估时间人类网络的弹性需要的不仅仅是全球性措施.
- 了解亚结构性网络动态在城市洪水等扰乱期间至关重要.
研究的目的:
- 在灾难引起的干扰期间,研究人类移动网络中潜伏的亚结构机制.
- 通过使用高分辨率位置数据分析这些网络的影响和恢复.
主要方法:
- 使用聚合的基于位置的数据构建时间人类移动网络 (休斯顿,2017年哈维风).
- 检查图案分布,图案持久性,时间稳定性和图案属性.
- 将次结构变化与全球拓网络属性的比较.
主要成果:
- 城市洪水的影响在亚结构层面持续数周,尽管全球网络恢复指标.
- 影响程度和恢复时间在不同网络类型之间有很大差异.
- 亚结构分析揭示了比全球指标更细致的网络弹性图片.
结论:
- 通过检查微观结构及其动态,可以最好地理解人类时间移动网络的弹性.
- 调查结果为灾害管理人员,公务员和运输规划人员提供了关键的见解.
- 亚结构分析对于准确的影响评估和灾后恢复监测至关重要.
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