地震事件定位的反向投影成像方法灵敏度分析

Cristian Alexis Murillo Martínez, W. Agudelo
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引用次数: 1

摘要

地震定位方法的准确性取决于输入数据的质量。在现实世界中,一些不确定性的来源,如不正确的速度模型、低信噪比(SNR)和低覆盖率,都会影响解决方案。此外,一些复杂的地震信号存在无相分的情况,传统的定位方法无法对其进行定位。在这项工作中,我们进行了反向投影成像(BPI)的灵敏度分析,这是一种适合定位常规地震活动、诱发地震活动和类似地震信号的技术。我们进行了一项研究,将合成数据建模为固定光谱爆炸源。使用这种简化信号的目的是为了充分理解在受控情况下定位方法的机制,在受控情况下,每个参数都可以被自由地扰动,以确保它们对结果的单独影响被单独显示。结果表明,需要对数据进行调节,如去除噪声,以提高图像分辨率和减少伪影。处理低频信号增加稳定性,而处理高频信号提高精度。此外,良好的方位覆盖减少了地震事件的空间定位误差,其中,根据我们的研究结果,深度是对速度和几何变化最敏感的空间坐标。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Sensitivity analysis of the backprojection imaging method for seismic event location
Accuracy of earthquake location methods is dependent upon the quality of input data. In the real world, several sources of uncertainty, such as incorrect velocity models, low Signal to Noise Ratio (SNR), and poor coverage, affect the solution. Furthermore, some complex seismic signals exist without distinguishable phases for which conventional location methods are not applicable. In this work, we conducted a sensitivity analysis of Back-Projection Imaging (BPI), which is a technique suitable for location of conventional seismicity, induced seismicity, and tremor-like signals. We performed a study where synthetic data is modelled as fixed spectrum explosive sources. The purpose of using such simplified signals is to fully understand the mechanics of the location method in controlled scenarios, where each parameter can be freely perturbed to ensure that their individual effects are shown separately on the outcome. The results suggest the need for data conditioning such as noise removal to improve image resolution and minimize artifacts. Processing lower frequency signal increases stability, while higher frequencies improve accuracy. In addition, a good azimuthal coverage reduces the spatial location error of seismic events, where, according to our findings, depth is the most sensitive spatial coordinate to velocity and geometry changes.
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