Systems and methods for multi-dimensional geophysical data visualization
View Patent ↗Example of systems and methods are provided for visualization of multi-dimensional geophysical data visualization. Combining several attributes from multi-dimensional geophysical data or seismic data using color modeling techniques provide for the interpretation of data more efficiently by a user. A color space is defined and multi-dimensional geophysical data attributes are created along with blending filters, such as asymmetric blending filters. Blended multi-dimensional geophysical data attribute cubes are created from the blending filters and the geophysical data attributes. The blended multi-dimensional geophysical data attributes or cubes are displayed using the defined multi-dimensional color space.
1. A method for color mapping attributes from geophysical data, comprising the steps of:
defining a multi-dimensional color space;
defining two or more multi-dimensional geophysical attributes;
defining three or more blending filters, wherein the number of blending filters defined equals the number of axes in the multi-dimensional color space, and wherein the three or more blending filters are defined based, at least in part, on two or more proportions associated with the two or more multi-dimensional geophysical attributes;
defining two or more blending filter weights, wherein the number of blending filter weights corresponds to the number of multi-dimensional geophysical attributes, and wherein each of the two or more blending filter weights uniquely corresponds to one single associated multi-dimensional geophysical attribute of the number of multi-dimensional geophysical attributes;
creating blended geophysical data attributes, wherein the number of blended geophysical data attributes created equals the number of axes in the multi-dimensional color space, and wherein the blended geophysical data attributes are created by combining the two or more multi-dimensional geophysical attributes using the associated two or more blending filter weights; and
displaying the blended geophysical data attributes using the multi-dimensional color space, wherein each of the blended geophysical data attributes uniquely corresponds to one of the axes in the multi-dimensional color space.
2. The method of claim 1 , wherein the two or more multi-dimensional geophysical attributes include at least one of one or more spectral coefficients from three or more spectral sub-bands, one or more adjacent horizon slices from above and below a mapped horizon, and one or more projections along lines with varying slope in a two-dimensional crossplot of multi-component geophysical data.
3. The method of claim 2 , wherein the one or more projections include at least one of compressional and shear components and near and far angle substacks.
4. The method of claim 1 , wherein the three or more blending filters comprise a filter length equal to the number of the two or more multi-dimensional geophysical attributes.
5. The method of claim 1 , wherein the three or more blending filters comprise one or more of a front-loaded filter, a middle-loaded filter, and a back-loaded filter.
6. The method of claim 1 , wherein at least one of the three or more blending filters is an asymmetric blending filter.
7. The method of claim 6 , wherein each of the two or more blending filter weights is defined based, at least in part, on a unique one of the three or more blending filters.
8. The method of claim 1 , wherein the multi-dimensional color space comprises one of an RGB, CIEXYZ, CIELAB, CMYK, HSL, or HSV color space.
9. A system comprising:
one or more processors for processing information;
a memory communicatively coupled to the one or more processors; and
one or more modules that comprise instructions stored in the memory, the instructions, when executed by the processor, operable to perform operations comprising:
defining a multi-dimensional color space;
defining two or more multi-dimensional geophysical attributes;
defining three or more blending filters, wherein the number of blending filters defined equals the number of axes in the multi-dimensional color space, and wherein the three or more blending filters are defined based, at least in part, by two or more proportions associated with the two or more multi-dimensional geophysical attributes;
defining two or more blending filter weights, wherein the number of blending filter weights corresponds to the number of multi-dimensional geophysical attributes, and wherein each of the two or more blending filter weights uniquely corresponds to one single associated multi-dimensional geophysical attribute of the number of multi-dimensional geophysical attributes;
creating blended geophysical data attributes, wherein the number of blended geophysical data attributes created equals the number of axes in the multi-dimensional color space, and wherein the blended geophysical data attributes are created by combining the two or more multi-dimensional geophysical attributes using the associated two or more blending filter weights; and
displaying the blended geophysical data attributes using the multi-dimensional color space, wherein each of the blended geophysical data attributes uniquely corresponds to one of the axes in the multi-dimensional color space.
10. The system of claim 9 , wherein the two or more multi-dimensional geophysical attributes include at least one of one or more spectral coefficients from three or more spectral sub-bands, one or more adjacent horizon slices from above and below a mapped horizon, and one or more projections along lines with varying slope in a two-dimensional crossplot of multi-component geophysical data.
11. The system of claim 10 , wherein the one or more projections includes at least one of compressional and shear components and near and far angle substacks.
12. The system of claim 9 , wherein the three or more blending filters comprise a filter length equal to the number of the two more multi-dimensional geophysical data attributes.
13. The system of claim 9 , wherein the three or more blending filters comprise one or more of a front-loaded filter, a middle-loaded filter, and a back-loaded filter.
14. The system of claim 9 , wherein at least one of the three or more blending filters is an asymmetric blending filter.
15. The system of claim 9 , wherein the two or more blending filter weights are defined based, at least in part, on a unique one of the three or more blending filters.
16. The system of claim 9 , wherein the multi-dimensional color space comprises one of an RGB, CIEXYZ, CIELAB, CMYK, HSL, or HSV color space.
17. A non-transitory computer readable medium including code for performing a method, the method comprising:
defining a multi-dimensional color space;
defining two or more multi-dimensional geophysical attributes;
defining three or more blending filters, wherein the number of blending filters defined equals the number of axes in the multi-dimensional color space, and wherein the three or more blending filters are defined based, at least in part, on two or more proportions associated with the two or more multi-dimensional geophysical attributes;
defining two or more blending filter weights, wherein the number of blending filter weights corresponds to the number of multi-dimensional geophysical attributes, and wherein each of the two or more blending filter weights uniquely corresponds to one single associated multi-dimensional geophysical attribute of the number of multi-dimensional geophysical attributes;
creating blended geophysical data attributes, wherein the number of blended geophysical data attributes created equals the number of axes in the multi-dimensional color space, and wherein the blended geophysical data attributes are created by combining the two or more multi-dimensional geophysical attributes using the associated two or more blending filter weights; and
displaying the blended geophysical data attributes using the multi-dimensional color space, wherein each of the blended geophysical data attributes uniquely corresponds to one of the axes in the multi-dimensional color space.
18. The method of claim 17 , wherein the two or more multi-dimensional geophysical attributes include at least one of one or more spectral coefficients from three or more spectral sub-bands, one or more adjacent horizon slices from above and below a mapped horizon, and one or more projections along lines with varying slope in a two-dimensional crossplot of multi-component geophysical data.
19. The method of claim 17 , wherein the two or more blending filter weights are defined based, at least in part, on a unique one of the three or more blending filters.
20. The method of claim 17 , wherein the multi-dimensional color space comprises one of an RGB, CIEXYZ, CIELAB, CMYK, HSL, or HSV color space.