The removal of additional edges in the edge detection of potential field data

Abstract Edge detection results of potential field data are used to delineate the horizontal locations of the causative sources, and there are many edge detection filters to finish this work. However, most of balanced edge detection filters produce additional edges which interpret the potential field data that contain positive and negative anomalies. First, we test the application effect of several common balanced edge detection filters, and then analyze the reason that produces additional edges. We present several new edge detection filters depending on the distribution features of different derivatives that will not produce additional edges. The new filters are demonstrated on synthetic gravity anomalies, which show the edges more precisely, and are insensitive to noise. We also apply them to real potential field data because they display the locations of the stratigraphic markers more precisely and clearly.

[1]  Lindrith Cordell,et al.  Mapping Basement Magnetization Zones From Aeromagnetic Data In the San Juan Basin, New Mexico , 1982 .

[2]  Ozkan Kafadar,et al.  Application of edge detection to potential field data using eigenvalue analysis of structure tensor , 2012 .

[3]  Walter R. Roest,et al.  Magnetic interpretation using the 3-D analytic signal , 1992 .

[4]  Vijay Singh,et al.  Potential field tilt—a new concept for location of potential field sources , 1994 .

[5]  Richard S. Smith,et al.  Automatic conversion of magnetic data to depth, dip, and susceptibility contrast using the SPI (TM) method , 1997 .

[6]  M. Nabighian Toward a three‐dimensional automatic interpretation of potential field data via generalized Hilbert transforms: Fundamental relations , 1984 .

[7]  Bruno Verduzco,et al.  The meter readerNew insights into magnetic derivatives for structural mapping , 2004 .

[8]  Gordon R. J. Cooper,et al.  Enhancing potential field data using filters based on the local phase , 2006, Comput. Geosci..

[9]  H. M. Evjen THE PLACE OF THE VERTICAL GRADIENT IN GRAVITATIONAL INTERPRETATIONS , 1936 .

[10]  Chris Wijns,et al.  Theta map: Edge detection in magnetic data , 2005 .

[11]  S. Hsu,et al.  High‐resolution detection of geologic boundaries from potential‐field anomalies: An enhanced analytic signal technique , 1996 .

[12]  G. Cooper,et al.  Edge enhancement of potential-field data using normalized statistics , 2008 .

[13]  Joachim Weickert,et al.  Coherence-enhancing diffusion of colour images , 1999, Image Vis. Comput..