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Locating Mine Microseismic Events in a 3D Velocity Model through the Gaussian Beam Reverse-Time Migration Technique

机译:通过高斯束逆时偏移技术在3D速度模型中定位矿山微地震事件

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摘要

Microseismic (MS) source location is a fundamental and critical task in mine MS monitoring. The traditional ray tracing-based location method can be easily affected by many factors, such as multi-ray path effects, waveform focusing and defocusing of wavefield propagation, and low picking precision of seismic phase arrival. By contrast, the Gaussian beam reverse-time migration (GBRTM) location method can effectively and correctly model the influences of multi-path effects and wavefield focusing and defocusing in complex 3D media, and it takes advantages of the maximum energy focusing point as the source location with the autocorrelation imaging condition, which drastically reduces the requirements of signal-to-noise ratio (SNR) and picking accuracy of P-wave arrival. The Gaussian beam technique has been successfully applied in locating natural earthquake events and hydraulic fracturing-induced MS events in one-dimensional (1D) or simple two-dimensional (2D) velocity models. The novelty of this study is that we attempted to introduce the GBRTM technique into a mine MS event location application and considered utilizing a high-resolution tomographic 3D velocity model for wavefield back propagation. Firstly, in the synthetic test, the GBRTM location results using the correct 2D velocity model and different homogeneous velocity models are compared to show the importance of velocity model accuracy. Then, it was applied and verified by eight location premeasured blasting events. The synthetic results show that the spectrum characteristics of the recorded blasting waveforms are more complicated than those generated by the ideal Ricker wavelet, which provides a pragmatic way to evaluate the effectiveness and robustness of the MS event location method. The GBRTM location method does not need a highly accurate picking of phase arrival, just a simple detection criterion that the first arrival waveform can meet the windowing requirements of wavefield back propagation, which is beneficial for highly accurate and automatic MS event location. The GBRTM location accuracy using an appropriate 3D velocity model is much higher than that of using a homogeneous or 1D velocity model, emphasizing that a high-resolution velocity model is very critical to the GBRTM location method. The average location error of the GBRTM location method for the eight blasting events is just 17.0 m, which is better than that of the ray tracing method using the same 3D velocity model (26.2 m).
机译:微震(MS)源位置是矿山MS监测中的一项基本且至关重要的任务。传统的基于射线追踪的定位方法容易受到多种因素的影响,例如多射线路径效应,波场传播的波形聚焦和散焦以及地震相位到达的拾取精度低。相比之下,高斯光束逆时偏移(GBRTM)定位方法可以有效并正确地建模多路径效应以及波场聚焦和散焦在复杂3D介质中的影响,并且利用最大能量聚焦点作为源具有自相关成像条件的位置,从而大大降低了对信噪比(SNR)和P波到达的拾取精度的要求。高斯束技术已成功应用于一维(1D)或简单二维(2D)速度模型中自然地震事件和水力压裂诱发的MS事件的定位。这项研究的新颖之处在于,我们试图将GBRTM技术引入到地雷MS事件定位应用中,并考虑利用高分辨率层析3D速度模型进行波场反向传播。首先,在综合测试中,使用正确的2D速度模型和不同的均匀速度模型对GBRTM定位结果进行比较,以显示速度模型准确性的重要性。然后,通过八次位置预先测量的爆破事件进行了应用和验证。综合结果表明,所记录的爆破波谱的频谱特征比理想的Ricker小波所产生的频谱特征更为复杂,这为评估MS事件定位方法的有效性和鲁棒性提供了一种实用的方法。 GBRTM定位方法不需要高度精确的相位到达选择,只需一个简单的检测标准即可确定第一到达波形可以满足波场反向传播的开窗要求,这对于高精度和自动MS事件定位是有利的。使用适当的3D速度模型的GBRTM定位精度远高于使用齐次或1D速度模型的GBRTM定位精度,强调高分辨率速度模型对于GBRTM定位方法非常关键。 GBRTM定位方法对八次爆破事件的平均定位误差仅为17.0 m,比使用相同3D速度模型的射线追踪方法的平均定位误差(26.2 m)要好。

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