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首页> 外文期刊>Geophysics: Journal of the Society of Exploration Geophysicists >High-precision Fourier forward modeling of potential fields
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High-precision Fourier forward modeling of potential fields

机译:势场的高精度傅立叶正演模拟

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We analyzed the numerical forward methods in the Fourier domain for potential fields. Existing Fourier-domain forward methods applied the standard fast Fourier transform (FFT) algorithm to inverse transform a conjugate symmetrical spectrum into a real field. It had significant speed advantages over space-domain forward methods but suffered from problems including aliasing, imposed periodicity, and edge effect. Usually, grid expansion was needed to reduce these errors, which was equivalent to the numerical evaluation of the oscillatory Fourier integral using the trapezoidal rule with smaller steps. We tested a high-precision Fourier-domain forward method based on a combined use of shift-sampling technique and Gaussian quadrature theory. The trapezoidal rule applied by the standard FFT algorithm to evaluate the continuous Fourier transform was modified by introducing a shift parameter ξ. By choosing optimum values of ξ as Gaussian quadrature nodes, we developed a Gauss-FFT method for Fourier forward modeling of potential fields. No grid expansion was needed, the sources can be set near the boundary of the fields or even go beyond the boundary. The Gauss-FFT method converged to the space-domain solution much faster than the standard FFT method with grid expansion. Forward modeling results almost identical to space-domain ones can be obtained in less time. Numerical examples, of both simple and complex 2D and 3D source forward modeling, revealed the reliability and adaptability of the method.
机译:我们分析了傅立叶域中潜在场的数值正演方法。现有的傅立叶域正向方法应用标准快速傅立叶变换(FFT)算法将共轭对称频谱逆变换为实场。与空域前向方法相比,它具有显着的速度优势,但存在混叠,强加的周期性和边缘效应等问题。通常,需要通过网格扩展来减少这些误差,这等效于使用梯形法则以较小步长对振荡傅立叶积分进行数值评估。我们结合位移采样技术和高斯正交理论,测试了一种高精度的傅立叶域正向方法。通过引入移位参数ξ,修改了标准FFT算法用于评估连续傅立叶变换的梯形规则。通过选择ξ的最佳值作为高斯正交节点,我们开发了一种Gauss-FFT方法,用于势场的傅立叶正向建模。无需扩展网格,可以将源设置在场边界附近,甚至可以超出边界。高斯FFT方法收敛到空域解的速度比带有网格扩展的标准FFT方法快得多。可以在更短的时间内获得与空域几乎相同的正向建模结果。数值示例,包括简单和复杂的2D和3D源正向建模,都表明了该方法的可靠性和适应性。

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