为了对模拟的地震周期复杂性的定量表征
1Department of Geophysics, Stanford University, Stanford, USA. axelwang@stanford.edu.
Scientific reports
|July 22, 2024
概括
将地震周期模拟描述为非线性动态系统 (NDS) 揭示了它们的复杂性. 测量相关维度是分析这些地震吸引力的有效方法,有助于地震预测.
科学领域:
- 地质物理学 地质物理学
- 非线性动力学是一种非线性动力学.
- 计算地震学计算地震学
背景情况:
- 地震周期模拟被建模为非线性动态系统 (NDS).
- 描述这些NDS的相空间吸引器对于理解地震周期复杂性至关重要.
- 评估模拟的地震周期是正规的还是混乱的需要定量方法.
研究的目的:
- 在地震周期模拟中定量表征吸引子.
- 评估测量模拟地震周期复杂性的方法.
- 探索改进特征的含义,以了解地震现象和预测.
主要方法:
- 从NDS的角度重新审视准动态弹滑动系统.
- 评估Lyapunov指数 (LEs) 和吸引子表征的相关维度.
- 在地震周期模拟中应用塔肯定理用于吸引力重建.
主要成果:
- 相关性维度测量被认为是分析地震吸引力的简单有效方法,即使采用非统一的时间采样.
- 发现利亚普诺夫指数是不方便和计算上昂贵的.
- 吸引力重建证实了相关性维度结果.
结论:
- 地震周期模拟的定量表征增强了对地震复杂性的理解.
- 这种方法为研究异国情调的地震事件 (如慢滑事件) 提供了新的机会.
- 改进的表征使得与真实的古地震数据进行更有信息的比较,从而提高了地震预测.
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