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Micro-seismic imaging using a source independent full waveform inversion method

机译:使用源无关全波形反演方法微地震成像

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Using full waveform inversion (FWI) to locate microseismic and image microseismic events allows for an automatic process (free of picking) that utilizes the full wavefield. However, waveform inversion of microseismic events faces incredible nonlinearity due to the unknown source location (space) and function (time). We develop a source independent FWI of microseismic events to invert for the source image, source function and the velocity model. It is based on convolving reference traces with the observed and modeled data to mitigate the effect of an unknown source ignition time. The adjoint-state method is used to derive the gradient for the source image, source function and velocity updates. The extended image for source wavelet in z axis is extracted to check the accuracy of the inverted source image and velocity model. Also the angle gather is calculated to see if the velocity model is correct. By inverting for all the source image, source wavelet and the velocity model, the proposed method produces good estimates of the source location, ignition time and the background velocity for part of the SEG overthrust model.
机译:使用全波形反转(FWI)定位微震和图像微震事件允许自动处理(没有拣选),其利用完整的波场。然而,由于未知的源位置(空间)和功能(时间),微震事件的波形反转面临令人难以置信的非线性。我们开发了一个独立的微震事件的FWI,以反转源图像,源功能和速度模型。它基于与观察到的和建模数据的卷积参考迹线,以减轻未知源点火时间的效果。伴随状态方法用于导出源图像,源函数和速度更新的梯度。提取Z轴的源小波的扩展图像以检查反相源图像和速度模型的精度。也计算角度收集,看看速度模型是否正确。通过反转所有源图像,源小波和速度模型,所提出的方法产生源位置,点火时间和部分SEG推翻模型的良好估计。

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