Convolution filtering of gravity and magnetic maps
Perry Byerly
Abstract
Perry Byerly
Abstract
Abstract This note discusses some applications of convolution filter theory to gravity and magnetic maps. Sampling of the field is equivalent to a multiplication, and the corresponding convolution determines the sampling spectrum. If aliasing is acceptably small a specific filtering multiplication in the wavenumber domain corresponds to a convolution of a set of grid coefficients with gridded map values. The application of this theory to single-ring residuals, certain vertical derivatives, downward continuation, and low-pass filtering is discussed.
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Abstract This note discusses some applications of convolution filter theory to gravity and magnetic maps. Sampling of the field is equivalent to a multiplication, and the corresponding convolution determines the sampling spectrum. If aliasing is acceptably small a specific filtering multiplication in the wavenumber domain corresponds to a convolution of a set of grid coefficients with gridded map values. The application of this theory to single-ring residuals, certain vertical derivatives, downward continuation, and low-pass filtering is discussed.
Key concepts: Convolution (computer science), Aliasing, Multiplication (music), Filter (signal processing), Sampling (signal processing), Circular convolution, Wavenumber, Overlap–add method