三维断层结构控制地震群的动力
Zachary E Ross1, Elizabeth S Cochran2, Daniel T Trugman3,4
1Seismological Laboratory, California Institute of Technology, Pasadena, CA, USA. zross@caltech.edu.
概括
地震群是复杂的, 挑战二维模型. 深度学习揭示了三维断层结构控制群体进化,
科学领域:
- 地质学
- 地震学
- 构造学
背景情况:
- 标准的地震模型通常将断层架构简化为二维,
- 对于这些简单化的模型来说,
研究的目的:
- 调查三维断层结构, 控制加利福尼亚南部长达4年的地震群.
- 了解流体迁移在群体开始,繁殖和终结中的作用.
主要方法:
- 使用先进的地震监测技术.
- 应用了深度学习算法来绘制故障区域架构.
- 分析了流体迁移模式及其与地震活动的相关性.
主要成果:
- 观察到自然液体从下面注入断层区域.
- 确定了流体扩散和地震触发的冲击平行通道.
- 记录了一种透性障碍,最初阻碍了流体迁移,但最终被绕过.
- 发现流体迁移到较浅的断层部分,
结论:
- 群体进化受到3D断层结构变化的重大影响.
- 流体注入和迁移动态是地震群行为的关键驱动因素.
- 这项研究提供了高分辨率的洞察力,
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