Borehole log data processing methods
A method of processing borehole log data to create one or more image logs involve modelling the log data as components of an image in the form i(x, y)=l(x, y)×r(x, y) (1), in which i(x, y) is an image representative of the log data, l(x, y) denotes an illumination value of the image at two-dimensional spatial co-ordinates x, y, and r(x, y) denotes a surface reflectance value at the co-ordinates x, y. Equation (1) is transformed to a logarithmic domain, and a Fourier transform is obtained of the resulting logarithmic domain expression to obtain a Fourier domain expression. The Fourier domain expression is high-pass filtered, and an inverse Fourier transform is obtained of the resulting filtered Fourier domain expression. An exponential operation is performed on the result of inverse Fourier transform to obtain a filtered image model expression. Values of the filtered image model expression are mapped to respective color values across the range of the filtered image model expression values. The mapped color values can then be displayed, printed, saved and/or transmitted as one or more image logs.
1. A method of enhancing borehole log data to create one or more enhanced images of the borehole log data for analysis of at least a portion of a borehole intersecting a geological formation, the method comprising the steps of:
obtaining the borehole log data generated from logging at least the portion of the borehole intersecting the geological formation with a same logging sonde;
modelling the borehole log data as one input image obtained with the same logging sonde;
creating multiple versions of the one input image having respectively differing static scales; and
combining the multiple image versions to create a composite image as the one or more enhanced images of the borehole log data.
2. The method of claim 1 , wherein the borehole log data comprise one or more of: resistivity log data, acoustic log data, nuclear log data, and ultrasonic log data.
3. The method of claim 1 , further comprising performing histogram equalization.
4. The method of claim 1 , wherein obtaining the borehole log data generated by logging at least the portion of the borehole with the same logging sonde comprises the steps of:
operating the same logging sonde to energize the geological formation;
receiving returned energy at the same logging sonde;
generating one or more signals from the returned energy; and
transmitting or storing the signals as the borehole log data.
5. The method of claim 1 , wherein the method is carried out using a programmed computer or processor.
6. The method of claim 1 , wherein creating the multiple versions of the one input image having the respectively differing static scales comprises scaling a range of the modelled borehole log data in the one input image with each of the respectively differing static scales.
7. The method of claim 6 , wherein combining the multiple image versions to create the composite image as the one or more enhanced images of the borehole log data comprises enhancing contrast of the one input image from the combining of the multiple image versions to create the composite image.
8. A programmable processing device, comprising:
memory storing borehole log data; and
a processor programmed to perform a method according to claim 1 of enhancing the borehole log data to create one or more enhanced images of the borehole log data for analysis of at least a portion of a borehole.
9. The device of claim 8 , wherein the programmable processing device is operatively connected to a logging sonde.
10. The device of claim 9 , wherein the programmable processing device is housed within the logging sonde or is connected as part of a logging toolstring including the logging sonde.