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An efficient hybrid scheme for fast and accurate inversion of airborne transient electromagnetic data

机译:一种高效,精确的机载瞬态电磁数据反演混合方案

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摘要

Airborne transient electromagnetic (TEM) methods target a range of applications that all rely on analysis of extremely large datasets, but with widely varying requirements with regard to accuracy and computing time. Certain applications have larger intrinsic tolerances with regard to modelling inaccuracy, and there can be varying degrees of tolerance throughout different phases of interpretation. It is thus desirable to be able to tune a custom balance between accuracy and compute time when modelling of airborne datasets. This balance, however, is not necessarily easy to obtain in practice. Typically, a significant reduction in computational time can only be obtained by moving to a much simpler physical description of the system, e.g. by employing a simpler forward model. This will often lead to a significant loss of accuracy, without an indication of computational precision.
机译:机载瞬变电磁(TEM)方法针对一系列应用,这些应用全都依赖于对超大型数据集的分析,但是在准确性和计算时间方面有各种各样的要求。某些应用程序在建模误差方面具有较大的内在公差,并且在解释的不同阶段中可能会有不同程度的公差。因此,在对机载数据集进行建模时,希望能够在准确性和计算时间之间调整定制的平衡。然而,这种平衡在实践中不一定容易获得。通常,只有通过移动到系统的简单得多的物理描述(例如,图2),才能显着减少计算时间。通过采用更简单的前向模型。这通常会导致准确性的显着下降,而没有指示计算精度。

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