Technical Field
Embodiments of the subject matter disclosed herein generally relate to designature of marine seismic data or, more specifically, to performing azimuth and take-off angle dependent designature in shot domain.
Discussion of the Background
In geophysical prospecting, gas and oil reservoirs are sought by performing seismic surveys of sedimentary rock formations. Variations of seismic wave propagation velocity from one formation layer to another cause reflected, refracted and transmitted waves, some of which are detected by seismic receivers after traveling through the explored formations.
Traditionally, marine seismic data was acquired using one vessel towing a source and one or more streamers (i.e., cables carrying receivers).
An in-line distance (i.e., parallel to towing direction) in the horizontal plane, between source 180 and the first receivers on streamers 140, may be a few hundred meters, while streamers' length may be up to 10 kilometers. Seismic signals generated by source 180 and propagating downward penetrate the seafloor and may be redirected when encountering layer interfaces (not shown in
Data acquired with system 100 in
In order to achieve a stronger signal, the seismic source includes plural individual sources (e.g., air-guns) activated (e.g., fired) in a predetermined sequence. Each individual source has its own characteristics. For example, an air-gun is characterized by a minimum phasing and bubble energy. The signal generated by the source incorporates individual sources' contributions and has a shape (e.g., amplitude versus time) that varies with the distance from the source until, at a great enough distance from the source, the signal starts having a stable shape. This stable shape is known as the source signature. Once the signal's shape becomes stable, the signal's energy decreases inversely proportional to the distance from the source. The region where the signal's shape no longer changes with distance is known as the “far-field,” in contrast to the “near-field” region where the shape varies.
The signal penetrating the seafloor is thus characterized by the source signature, e.g., P(t). The signal recorded by a receiver, D(t), is considered to be a convolution of an impulse response, G(t) (which is determined by the explored formation's reflectivity), with attenuation E(t) and the source signature, P(t), plus some noise N(t):
D(t)=[P(t)*G(t)*E(t)]+N(t). (1)
Since both the impulse response and the attenuation are dependent on the explored formation's structure, a source signature's impact on the seismic data is removed during data processing (i.e., designature of the data). The source signature P(t) is measured or otherwise determined. Designature of the data is achieved by convolving the inverse of P(t) with D(t).
The source signature depends on the azimuth angle φ and the take-off angle α characterizing the data. This dependence is known as directivity. Conventionally, since, as discussed above, most of the data is characterized by azimuth angles in the range of ±10°, the same (i.e., a single) source signature has been conventionally used for designature, disregarding the source signature dependence of the azimuth angle.
As illustrated in
To minimize source directivity, different source designs have been investigated, leading to a current design of a source shorter and narrower than in past decades, for which the source directivity effect decreases. With the current design, using a single source signature is almost correct for data with limited offset (i.e., distance from the source's position to the receiver's position) ranges and narrow-band spectra. However, because the acquisition technology extended azimuth coverage from narrow azimuth (NAZ) to wide azimuth (WAZ), and now to full azimuth (FAZ), ultra-long offset, and broadband, designature using a single source signature is no longer sufficient.
Hydrophones placed close (e.g., 1-2 m above each air-gun) have been used to estimate and monitor source signature shot-by-shot. Recently, (see U.S. Patent Application Publication No. 2014/0043936 by Poole et al., which is incorporated herewith in its entirety by reference) a method using these hydrophone measurements applies a shot-to-shot directional designature. The method performs a τ-p transform on the data in the common receiver domain and applies the corresponding directional designature filter on the p traces that represent the energy from different take-off angles. This method is affected by the sparseness of the data in the common receiver domain.
It is desirable to develop methods able to perform designature of marine seismic data that take into consideration the source signature's directivity and mitigate drawbacks of existing methods.
A method for shot-to-shot directional designature addresses the potential issues of source designature instability and directivity by obtaining a source signature, which is dependent on azimuth and take-off angles. The method may use a bootstrap approach to derive the take-off angles, and may then apply directional filters in the shot domain. This type of signature can remove bubble effect more effectively and makes primary energy more coherent among different azimuths.
According to an embodiment, there is a processing method starting by receiving marine seismic data recorded by receivers following a shot of a source. The method then includes calculating azimuth angles and take-off angles relative to the source for records in the marine seismic data, acquired by different receivers following the shot, and obtaining a source signature related to the shot and dependent on the azimuth angles and the take-off angles. The method further includes applying directional designature to the records using the source signature.
According to another embodiment, there is a data processing apparatus having an interface and a data processing unit. The interface is configured to receive marine seismic data recorded by receivers following a shot of a source. The data processing unit is configured to calculate azimuth angles and take-off angles relative to the source for records in the marine seismic data acquired by different receivers, to obtain a source signature related to the shot and dependent on the azimuth angles and the take-off angles, and to apply directional designature to the records using the source signature.
According to yet another embodiment, there is a computer readable recording medium non-transitorily storing executable codes, which, when executed by a computer, make the computer perform a method for directional designature. The method starts by receiving marine seismic data recorded by receivers following a shot of a source. The method then includes calculating azimuth angles and take-off angles relative to the source for records in the marine seismic data, acquired by different receivers, and obtaining a source signature related to the shot and dependent on the azimuth angles and the take-off angles. The method further includes applying directional designature to the records using the source signature.
The accompanying drawings, which are incorporated in and constitute a part of the specification, illustrate one or more embodiments and, together with the description, explain these embodiments. In the drawings:
The following description of the exemplary embodiments refers to the accompanying drawings. The same reference numbers in different drawings identify the same or similar elements. The following detailed description does not limit the invention. Instead, the scope of the invention is defined by the appended claims. The following embodiments are discussed, for simplicity, with regard to marine data acquisition and processing. However, similar embodiments and methods may be used for a land data acquisition system and for surveys using electromagnetic waves.
Reference throughout the specification to “one embodiment” or “an embodiment” means that a particular feature, structure or characteristic described in connection with an embodiment is included in at least one embodiment of the subject matter disclosed. Thus, the appearance of the phrases “in one embodiment” or “in an embodiment” in various places throughout the specification is not necessarily referring to the same embodiment. Further, the particular features, structures or characteristics may be combined in any suitable manner in one or more embodiments.
Some of the following embodiments perform designature of marine seismic data recorded by receivers. An azimuth angle (defined based on the in-line and cross-line distance between the source and the receiver generating a record following the shot) and a take-off angle are then associated with each record. A record is a series of amplitude versus time pairs of values recorded by a receiver following a shot of a source. The source may be (but it is not limited to) an air-gun source. A source signature dependent on the azimuth and the take-off angles is obtained (i.e., estimated or received). The source signature may be obtained shot-by-shot or when considered necessary (e.g., when changes of the source and/or data acquisition configuration occurs). A directional designature is the applied using this source signature. The data obtained after applying the directional designature is further processed to yield an image of an explored formation under the seafloor.
Near-field sensor measurements (which are often acquired using hydrophones, but other sensors may also be employed) may be used to obtain the source signature. The near-field measurements may be received separately from the marine seismic, or incorporated, as appropriately time-wise, in the marine seismic data (at the time of the survey or later when data is assembled and/or pre-processed). Near-field hydrophones are often installed 1-2 m above each air-gun of a source to monitor the air-gun's operation (e.g., to detect if the air-gun misfired) and/or the air-gun's firing moment. As described in the article, “The signature of an air gun array: Computation from near-field measurements including interactions—Practical considerations” by Ziolkowski et al., published in Geophysics, 48(2), 1984, pp 105-111, near-field hydrophone data may be used to derive source signatures. The isotropic point source signatures of each air-gun in the source, known as notional signatures, can be derived from the near-field hydrophone measurements. If the directional information (i.e., azimuth angles and take-off angles) is provided, source signatures can be obtained by beam-forming using the notional signatures. For example,
Knowledge of the take-off angles and azimuth angles associated with each record in the data is necessary to apply directional designature (i.e., using an angle-dependent source signature). As illustrated in
Δt=2z cos α/vw (2)
where vw is the water velocity. The take-off angle can then be calculated as:
cos α=0.5Δtvw/z (3)
The source side ghost-delay time Δt can be extracted from the data using a bootstrap method as, for example, described in the article, “Premigration deghosting for marine towed streamer data using a bootstrap approach,” by Wang et al., published in 82nd Annual International Meeting, SEG, 2012, Expanded Abstracts, pp. 1-5 (the contents of which is incorporated herewith by reference in its entirety). This bootstrap method, which self-determines parameters for shot deghosting, may be used for deriving take-off angles. The recorded data in shot domain is first used to create mirror data (see source 610, mirror source 620 and water surface 630 in
A comparison of
To further illustrate the improvements provided by using methods according to the above-described embodiments instead of the conventional method,
In
In view of
Method 1800 also includes obtaining a source signature dependent on the azimuth angles and the take-off angles at 1830. In one embodiment, the source signature is obtained using near-field measurements, which may be acquired by hydrophones placed in water, above (e.g., 1-2 m) each air-gun of the source. In another embodiment, the source signature is derived using modelled notional sources. Method 1800 finally includes applying directional designature to the records using the source signature, at 1840. Directional designature means that for each record, it is used a record source signature inferred from the source signature based on the azimuth and the take-off angle associated with the record.
In one embodiment, one or more of the take-off angles is/are calculated using a source-side ghost delay time obtained using a bootstrap approach. The take-off angles may also be calculated using the source-side ghost delay, Δt, a depth of the air-gun source z and a signal propagation velocity in water, vw (e.g., formula 3). The source-side ghost delay may be obtained by jointly inverting mirror data (generated for a source located symmetric to the air-gun source relative to water surface) and the marine seismic data.
If the marine seismic data correspond to plural shots of the air-gun, then steps 1820-1840 are performed shot-by-shot. If the marine seismic data includes second records related to another shot of another source, method 1800 may further include performing steps 1820-1840 for the second records.
If the marine seismic data is acquired as a continuous time recording, and, the marine seismic data may be pre-processed to separate records related to each shot, before performing steps 1820-1840. Note that if the data is blended data (i.e., with time-overlapping records), then the pre-processing includes “de-blending.”
Interface 1920 may include one or more user interface mechanisms such as a mouse, keyboard, microphone, touch pad, touch screen, voice-recognition system, etc. Interface 1920 may be used to receive marine seismic data recorded by receivers, and near-field sensor measurements.
Data processor(s) 1910 may be controlled by a user via interface 1920 (i.e., data processing parameters may be input by the user via the interface). Data processor(s) 1910 is/are configured to calculate azimuth angles and take-off angles relative to the source for records in the marine seismic data, the records having been acquired by different receivers following the shot. Data processor(s) 1910 is/are further configured to obtain a source signature dependent on the azimuth angles and the take-off angles. Data processor(s) 1910 is/are also configured to apply directional designature to the records using the source signature.
Data processor(s) 1910 may be configured to calculate one or more of the take-off angles using a source-side ghost delay time obtained using a bootstrap approach. In one embodiment, data processor(s) 1910 calculate the at least one of the other take-off angles using the source-side ghost delay, Δt, a depth z of the source and a signal propagation velocity vw in water (e.g., formula 3).
Data processor(s) 1910 may be configured to generate mirror data for a source located symmetric to the source relative to the water surface, and to obtain the source-side ghost delay by jointly inverting the mirror data and the marine seismic data.
If the marine seismic data corresponds to more than one shot, data processor(s) 1910 may be configured to perform calculating, obtaining and applying steps of method 1800, on a shot-by-shot basis. If the marine seismic data may include second records related to shots of another source, data processor(s) 1910 may be configured to calculate other azimuth angles and other take-off angles for the second records, to obtain a second source signature dependent on the other azimuth angles and the other take-off angles, and to apply the directional designature to the second records using the second source signature.
If the marine seismic data is blended data acquired as a continuous time recording, and, the data processing unit may be further configured to deblend the marine seismic data (i.e., generate separate records for each shot) before performing calculating, obtaining and applying steps.
Interface 1920 may also include a display, which may be any type of known display or presentation screen, such as LCD, plasma displays, cathode ray tubes (CRT), etc. Data processor(s) 1910 may control the display to show images of the raw data and/or data after applying the directional designature.
Memory 1930 may include a random access memory (RAM), a read-only memory (ROM), CD-ROM, removable media and any other forms of media capable of storing data. Memory 1930 may store the received marine seismic data, and/or data resulting after applying the directional designature. Memory 1930 may also store executable codes which, when executed on a processor, make the processor perform seismic data processing methods according to various embodiments described in this section.
The disclosed exemplary embodiments provide methods and data processing apparatus performing directional designature. It should be understood that this description is not intended to limit the invention. On the contrary, the exemplary embodiments are intended to cover alternatives, modifications and equivalents, which are included in the spirit and scope of the invention as defined by the appended claims. Further, in the detailed description of the exemplary embodiments, numerous specific details are set forth in order to provide a comprehensive understanding of the claimed invention. However, one skilled in the art would understand that various embodiments may be practiced without such specific details.
Although the features and elements of the present exemplary embodiments are described in the embodiments in particular combinations, each feature or element can be used alone without the other features and elements of the embodiments or in various combinations with or without other features and elements disclosed herein.
This written description uses examples of the subject matter disclosed to enable any person skilled in the art to practice the same, including making and using any devices or systems and performing any incorporated methods. The patentable scope of the subject matter is defined by the claims, and may include other examples that occur to those skilled in the art. Such other examples are intended to be within the scope of the claims.
This application claims priority and benefit from U.S. Provisional Patent Application No. 61/971,583, filed Mar. 28, 2014, for “Directional designature using a bootstrap approach,” the content of which is incorporated in its entirety herein by reference.
Filing Document | Filing Date | Country | Kind |
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PCT/IB2015/000625 | 3/24/2015 | WO | 00 |
Number | Date | Country | |
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61971583 | Mar 2014 | US |