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首页> 外文期刊>Geophysics: Journal of the Society of Exploration Geophysicists >Robust processing of noisy land-based controlled-source electromagnetic data
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Robust processing of noisy land-based controlled-source electromagnetic data

机译:嘈杂的陆基受控源电磁数据的鲁棒处理

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Whereas robust processing techniques are routinely used for estimating high-quality magnetotelluric (MT) transfer functions, such techniques are not commonly applied for controlled-source electromagnetic (CSEM) processing, although CSEM and MT data suffer from similar noise. We implemented a new CSEM processing scheme that combines CSEM-specific preprocessing with statistically robust least-squares stacking to extract interpretable ground responses from very noisy onshore CSEM data. We applied the robust processing to signals from a new CSEM transmitter that was equipped with three grounded electrodes and allowed us to generate signals at multiple source polarizations with relatively little field effort. For this transmitter setup, we formulated a bivariate relation between the source currents injected through any two of the three source electrodes and the recorded electromagnetic field components. The resulting weighted least-squares system of equations from which we determined ground responses allowed us to jointly process data from multiple polarizations. Using several polarizations resulted in more stable response estimates than can be obtained from standard configurations with two distinct source dipole orientations. Exploiting dependencies between the three basic response functions that we obtain allows consistency checking and demonstrates the stability of our robust processing scheme. From the basic responses, data at arbitrary source polarizations can be synthesized, which may be useful for optimizing target illumination. We tested the benefits of robust CSEM processing using examples of data recorded across the CO2 storage test site at Ketzin, Germany, in an area heavily affected by various sources of strong cultural noise, including impressed-current cathodic protection systems, wind power plants, and major power lines.
机译:尽管通常使用鲁棒的处理技术来估计高质量的大地电磁(MT)传递函数,但是尽管CSEM和MT数据遭受类似的噪声,但此类技术通常不应用于受控源电磁(CSEM)处理。我们实施了一种新的CSEM处理方案,该方案将CSEM特定的预处理与统计上可靠的最小二乘叠加相结合,以从非常嘈杂的陆上CSEM数据中提取可解释的地面响应。我们对来自配备了三个接地电极的新型CSEM发射器的信号进行了强大的处理,从而使我们能够以相对较少的场力产生多个源极化的信号。对于此变送器设置,我们制定了通过三个源电极中的任意两个注入的源电流与记录的电磁场分量之间的二元关系。由此产生的加权最小二乘方程组可以确定地面响应,从而使我们能够共同处理来自多个极化的数据。与使用具有两个不同源极偶极子方向的标准配置所获得的结果相比,使用几种极化方式所得到的响应估计更加稳定。利用我们获得的三个基本响应函数之间的依存关系,可以进行一致性检查并演示稳健处理方案的稳定性。根据基本响应,可以合成任意光源偏振下的数据,这可能对优化目标照明很有用。我们使用在德国Ketzin的CO2储存测试站点中记录的数据示例测试了强大的CSEM处理的好处,该站点在受到强烈文化噪声各种来源严重影响的区域,包括外加电流阴极保护系统,风力发电厂和主要电源线。

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