Noise attenuation methods applied during simultaneous source deblending and separation
A device may include a processor that may separate or deblend signals acquired with simultaneous source shooting, in an environment with background noise or other types of noises. The processor may expand a receiver gather before the time of source excitation. The processor may use the expanded time window (e.g., negative time window) to allocate the background noise or other types of noises after removal. The processor may use signal recovery operations to reallocate leaked or misplaced signals created during the separation iterations, including the signals inside the expanded time window, to a correct source excitation and timing. Expanding a receiver gather time window and reallocating leaked or misplaced signals may improve a deblended output used in generating a seismic image.
1. A method of seismic exploration above a region of subsurface containing structural or stratigraphic features conducive to determining a presence, migration, or accumulation of hydrocarbons, the method comprising:
accessing, by a processor of a computer system, at least a portion of a seismic source survey, wherein the seismic source survey corresponds to a seismic source excitation, wherein the seismic source excitation is produced by a seismic source that imparts seismic energy into the region of the subsurface, and wherein the at least the portion of the seismic source survey comprises data corresponding to at least one time before a time of the seismic source excitation;
separating, by the processor, a coherent signal from the at least the portion of the seismic source survey comprising the data corresponding to the at least one time before the time of the seismic source excitation via a combing and deblending operation, wherein the combing and deblending operation is an iterative operation configured to predict at least a portion of weak-coherence signals caused by the seismic source excitation, and wherein the combing and deblending operation is based at least in part on a gather comprising the at least the portion of the seismic source survey corresponding to the at least one time before the time of the seismic source excitation;
identifying, by the processor, leaked signals that are misallocated as being associated with strong primary signals during the separating, wherein the leaked signals are associated with a previous time window before the time of the seismic source excitation;
allocating, by the processor, the at least the portion of the leaked signals in the gather to the previous time window before the time of the seismic source excitation; and
producing, by the processor, a receiver gather based on the separating and the coherent signal, wherein the receiver gather is a recording of multiple source excitations on a receiver, and wherein the receiver gather is evaluated to identify locations within the region of the subsurface that include hydrocarbon deposits and subsurface drilling hazards to determine a drilling path into the region of the subsurface for extracting the hydrocarbon deposits; and
based on the receiver gather, drilling the identified locations within the region of the subsurface that includes hydrocarbon deposits and subsurface drilling hazards.
2. The method of claim 1 , comprising:
determining, by the processor, a residual value;
in response to the residual value being less than or equal to a threshold, outputting, by the processor, the coherent signal for use in the exploration for hydrocarbons; and
in response to the residual value being greater than the threshold, repeating, by the processor the combing and deblending operation to determine an updated residual value.
3. The method of claim 1 , comprising:
generating, by the processor, a deblended output via the combing and deblending operation; and
filtering, by the processor, the deblended output to remove a portion of the deblended output that is before the time of the seismic source excitation or before a predicted earliest arrival time of a seismic wave travelling from a source location to a receiver location.
4. The method of claim 3 , comprising
selecting, by the processor, a coherency constraint for the seismic source;
applying, by the processor, the coherency constraint during the combing and deblending operation to the at least the portion of the seismic source survey; and
producing, by the processor, the receiver gather based at least in part on an output generated from the applying of the coherency constraint.
5. The method of claim 3 , wherein the filtering of the deblended output performed using a combination of hardware filtering circuitry and software filtering operations.
6. The method of claim 3 , comprising filtering, by the processor, the deblended output to remove all portions of the deblended output corresponding to a duration of time between an indicated time and the time of the seismic source excitation.
7. The method of claim 3 , comprising:
determining, by the processor, an iteration count; and
in response to the iteration count being less than a threshold:
repeating, by the processor, the combing and deblending operation to determine an updated residual value; and
incrementing, by the processor, the iteration count.
8. The method of claim 3 , comprising:
modifying, by the processor, the receiver gather via the combing and deblending operation to cause a migration of noise from a first portion of the receiver gather disposed after the time of the seismic source excitation toward a second portion of the receiver gather disposed before the time of the seismic source excitation.
9. The method of claim 3 , comprising:
initializing, by the processor, the deblended output to zero; and
modifying, by the processor, the deblended output over one or more iterations of the combing and deblending operation to a non-zero value.
10. The method of claim 3 , comprising:
recovering, by the processor, the leaked signals generated during deblending iterations via a series of coherence-based separation, blending and combing operations.