Identifying geological structural style in seismic reflections
Methods and systems for determining a geological structural style of a subterranean formation include acquiring seismic reflection measurements of the subterranean formation; isolating one or more signals in the acquired measurements, the one or more signals having larger amplitudes relative to one or more other signals in the acquired measurements; obtaining a set of structural geology geometric primitives wherein each structural geology geometric primitive comprises geometric data representing a known structural geological style; identifying at least one best fit between a set of the one or more isolated signals and a structural geology geometric primitive from the set of structural geology geometric primitives; determining a degree of confidence for at least one best fit identified; and determining a geological structural style of the subterranean formation based on the identified at least one best fit and based on the determined degree of confidence for that best fit.
1 . A method for determining a geological structural style of a subterranean formation, the method comprising:
acquiring seismic reflection measurements of the subterranean formation;
isolating one or more signals in the acquired measurements, the one or more signals having larger amplitudes relative to one or more other signals in the acquired measurements;
obtaining a set of structural geology geometric primitives wherein each structural geology geometric primitive comprises geometric data representing a known structural geological style;
identifying at least one best fit between a set of the one or more isolated signals and a structural geology geometric primitive from the set of structural geology geometric primitives;
determining a degree of confidence for at least one best fit identified; and
determining a geological structural style of the subterranean formation based on the identified at least one best fit and based on the determined degree of confidence for that best fit.
2 . The method of claim 1 , wherein isolating one or more signals comprises
using a user specified threshold to isolate signals having larger amplitudes relative to one or more other signals in the acquired measurements.
3 . The method of claim 1 , wherein isolating one or more signals comprises
isolating one or more signals based on a value of a seismic attribute comprising at least one of seismic reflector continuity and instantaneous phase.
4 . The method of claim 1 , wherein identifying at least one best fit comprises
identifying key points in at least one isolated signal using a scale invariant feature transform (SIFT);
determining a probability of match based on a Euclidean distance between key points in the at least one isolated signal and key points in the set of structural geology geometric primitives; and
selecting a structural geology geometric primitive from the set of structural geology geometric primitives with a highest probability of match with the at least one isolated signal.
5 . The method of claim 4 , wherein determining a degree of confidence for each fit is based on the probability of match for each best fit identified.
6 . The method of claim 1 , further comprising:
generating a geological structural map of the subterranean formation based on the acquired seismic measurements and the determined geological structural style.
7 . The method of claim 6 , further comprising:
determining one or more locations to drill wells in the subterranean formation based on the geological structural map of the subterranean formation.
8 . The method of claim 7 , further comprising:
controlling a drilling mechanism based on the determined geological structural style and the determined one or more locations in the subterranean formation.
9 . The method of claim 1 , further comprising:
identifying portions of the subterranean formation to acquire 3D reflection seismic measurements based on the determined geological structural style.
10 . The method of claim 1 , wherein identifying a best fit comprises:
determining a length scale for the set of structural geology geometric primitives based on a length scale of the acquired seismic measurements;
scaling the set of structural geology geometric primitives based on the determined length scale;
calculating correlation factors based on cross-correlations between the isolated signals and the scaled set of structural geology geometric primitives; and
selecting the structural geology geometric primitive with a highest correlation factor as the best fit with the isolated signals.
11 . The method of claim 10 , wherein determining a degree of confidence for each best fit is based on the correlation factors.
12 . The method of claim 1 , further comprising:
obtaining a set of sedimentary geology geometric primitives wherein each sedimentary geology geometric primitive comprises geometric data representing a known sedimentary geological style;
identifying at least one best fit between a set of the one or more isolated signals and a sedimentary geology geometric primitive from the set of sedimentary geology geometric primitives;
determining a degree of confidence for at least one best fit identified; and
determining a geological sedimentary style of the subterranean formation based on the identified at least one best fit and based on the determined degree of confidence for that best fit.
13 . A system for identifying a geological structural style of a subterranean formation, the system comprising:
at least one processor; and
a memory storing instructions that, when executed by the at least one processor, cause the at least one processor to perform operations comprising:
accessing, from a data store, seismic reflection measurements of the subterranean formation;
isolating one or more signals in the accessed measurements, the one or more signals having larger amplitudes relative to one or more other signals in the accessed measurements;
obtaining a set of structural geology geometric primitives wherein each structural geology geometric primitive comprises geometric data representing a known structural geological style;
identifying at least one best fit between a set of the one or more isolated signals and a structural geology geometric primitive from the set of structural geology geometric primitives;
determining a degree of confidence for at least one best fit identified; and
determining a geological structural style of the subterranean formation based on the identified at least one best fit and based on the determined degree of confidence for that best fit.
14 . The system of claim 13 , wherein identifying at least one best fit comprises:
identifying key points in at least one isolated signal using a scale invariant feature transform (SIFT);
determining a probability of match based on a Euclidean distance between key points in the at least one isolated signal and key points in the set of structural geology geometric primitives; and
selecting a structural geology geometric primitive from the set of structural geology geometric primitives with a highest probability of match with the at least one isolated signal.
15 . The system of claim 14 , wherein determining a degree of confidence for each fit is based on the probability of match for each best fit identified.
16 . The system of claim 13 , the operations further comprising:
generating a geological structural map of the subterranean formation based on the acquired seismic measurements and the determined geological structural style; and
determining one or more locations to drill wells in the subterranean formation based on the geological structural map of the subterranean formation.
17 . One or more non-transitory machine-readable storage devices storing instructions for identifying a geological structural style of a subterranean formation, the instructions being executable by one or more processors, to cause performance of operations comprising:
accessing, from a data store, seismic reflection measurements of the subterranean formation;
isolating one or more signals in the accessed measurements, the one or more signals having larger amplitudes relative to one or more other signals in the accessed measurements;
obtaining a set of structural geology geometric primitives wherein each structural geology geometric primitive comprises geometric data representing a known structural geological style;
identifying at least one best fit between a set of the one or more isolated signals and a structural geology geometric primitive from the set of structural geology geometric primitives;
determining a degree of confidence for at least one best fit identified; and
determining a geological structural style of the subterranean formation based on the identified at least one best fit and based on the determined degree of confidence for that best fit.
18 . The non-transitory machine readable storage devices of claim 17 , wherein identifying at least one best fit comprises:
identifying key points in at least one isolated signal using a scale invariant feature transform (SIFT);
determining a probability of match based on a Euclidean distance between key points in the at least one isolated signal and key points in the set of structural geology geometric primitives; and
selecting a structural geology geometric primitive from the set of structural geology geometric primitives with a highest probability of match with the at least one isolated signal.
19 . The non-transitory machine readable storage devices of claim 18 , wherein determining a degree of confidence for each fit is based on the probability of match for each best fit identified.
20 . The non-transitory machine readable storage devices of claim 17 , the operations further comprising:
generating a geological structural map of the subterranean formation based on the acquired seismic measurements and the determined geological structural style; and
determining one or more locations to drill wells in the subterranean formation based on the geological structural map of the subterranean formation.