Image-comparison based analysis of subsurface representations
2D slices/images may be extracted from a three-dimensional volume of subsurface data. Image comparison analysis across sequential 2D slices/images may identify boundaries within the corresponding subsurface region, such as changes in style of deposition or reservoir property distribution. Identification of temporal/spatial boundaries in the subsurface region where subsurface properties change may facilitate greater understanding of the scales and controls on heterogeneity, and connectivity between different locations.
1. A system for analyzing subsurface representations, the system comprising:
one or more physical processors configured by machine-readable instructions to:
obtain subsurface representation information defining a three-dimensional subsurface representation, the three-dimensional subsurface representation defining subsurface configuration of a three-dimensional subsurface region;
segment the three-dimensional subsurface representation into layer slices;
generate two-dimensional map images of the layer slices based on the subsurface configuration of the layer slices; and
identify one or more boundaries within the three-dimensional subsurface representation based on comparison of adjacent ones of the two-dimensional map images, wherein identification of the one or more boundaries within the three-dimensional subsurface representation based on the comparison of the adjacent ones of the two-dimensional map images includes:
determination of similarity scores between adjacent layer slices based on the comparison of the adjacent ones of the two-dimensional map images;
generation of a similarity plot based on the similarity scores; and
identification of the one or more boundaries within the three-dimensional subsurface representation based on the similarity plot;
wherein the subsurface configuration is defined by values of multiple subsurface properties as a function of position within the three-dimensional subsurface region, separate sets of two-dimensional map images are generated for separate subsurface properties, separate sets of similarity scores are determined for separate subsurface properties, and separate similarity plots are generated for separate subsurface properties.
2. The system of claim 1 , wherein the three-dimensional subsurface representation is defined as a three-dimensional array of cells, cell values defining corresponding subsurface configuration, and the layer slices include groupings of the three-dimensional array of cells.
3. The system of claim 1 , wherein the three-dimensional subsurface representation is segmented into the layer slices based on depositional processes used to generate the three-dimensional subsurface representation.
4. The system of claim 1 , wherein the comparison of the adjacent ones of the two-dimensional map images includes comparison of adjacent images within individual sets of two-dimensional map images.
5. The system of claim 1 , wherein two or more of the separate similarity plots are combined for the identification of the one or more boundaries within the three-dimensional subsurface representation.
6. The system of claim 1 , wherein addition or removal of a feature in the subsurface configuration of the three-dimensional subsurface region is determined based on the comparison of the adjacent ones of the two-dimensional map images.
7. The system of claim 1 , wherein the identification of the one or more boundaries within the three-dimensional subsurface representation is used to segment other three-dimensional subsurface regions.
8. The system of claim 1 , wherein the identification of the one or more boundaries within the three-dimensional subsurface representation is used to determine correlation between well segments.
9. A method for analyzing subsurface representations, the method comprising:
obtaining subsurface representation information defining a three-dimensional subsurface representation, the three-dimensional subsurface representation defining subsurface configuration of a three-dimensional subsurface region;
segmenting the three-dimensional subsurface representation into layer slices;
generating two-dimensional map images of the layer slices based on the subsurface configuration of the layer slices; and
identifying one or more boundaries within the three-dimensional subsurface representation based on comparison of adjacent ones of the two-dimensional map images, wherein identifying the one or more boundaries within the three-dimensional subsurface representation based on the comparison of the adjacent ones of the two-dimensional map images includes:
determining similarity scores between adjacent layer slices based on the comparison of the adjacent ones of the two-dimensional map images;
generating a similarity plot based on the similarity scores; and
identifying the one or more boundaries within the three-dimensional subsurface representation based on the similarity plot;
wherein the subsurface configuration is defined by values of multiple subsurface properties as a function of position within the three-dimensional subsurface region, separate sets of two-dimensional map images are generated for separate subsurface properties, separate sets of similarity scores are determined for separate subsurface properties, and separate similarity plots are generated for separate subsurface properties.
10. The method of claim 9 , wherein the three-dimensional subsurface representation is defined as a three-dimensional array of cells, cell values defining corresponding subsurface configuration, and the layer slices include groupings of the three-dimensional array of cells.
11. The method of claim 9 , wherein the three-dimensional subsurface representation is segmented into the layer slices based on depositional processes used to generate the three-dimensional subsurface representation.
12. The method of claim 9 , wherein the comparison of the adjacent ones of the two-dimensional map images includes comparison of adjacent images within individual sets of two-dimensional map images.
13. The method of claim 9 , wherein two or more of the separate similarity plots are combined for the identification of the one or more boundaries within the three-dimensional subsurface representation.
14. The method of claim 9 , wherein addition or removal of a feature in the subsurface configuration of the three-dimensional subsurface region is determined based on the comparison of the adjacent ones of the two-dimensional map images.
15. The method of claim 9 , wherein the identification of the one or more boundaries within the three-dimensional subsurface representation is used to segment other three-dimensional subsurface regions.
16. The method of claim 9 , wherein the identification of the one or more boundaries within the three-dimensional subsurface representation is used to determine correlation between well segments.