Title of Invention

METHOD FOR SEPARATING ENERGY RESULTING FROM ACTUATING AT LEAST TWO DIFFERENT SEISMIC ENERGY SOURCES FROM SEISMIC SIGNALS

Abstract There is disclosed a method for separating energy resulting from actuating at least two different seismic energy sources from seismic signals, the sources actuated to provide a variable time delay between successive actuations of a first one and a second one of the sources, said method comprising : sorting the seismic signals such that events therein resulting from actuations of the first source are substantially coherent in all spatial directions, the seismic signals resulting from a first one and a second one of the at least two sources actuated such that there is a variable time delay between successive actuations thererof ; coherency filtering the first source coherency sorted signals ; sorting the seismic signals such that events therein resulting from actuations of the second source (SB1, SB2) are substantially coherent in all spatial directions ; and coherency filtering the second source coherency sorted signals.cc
Full Text Background of the Invention
Field of the Invention
[0001] The invention relates generally to the field of seismic exploration. More
particularly, the invention relates to methods for acquiring marine seismic data using
selected arrangements of sources and receivers.
Background Art
[0002] Seismic surveying is known in the art for determining structures of rock
formations below the earth's surface. Seismic surveying generally includes
deploying an array of seismic sensors at the surface of the earth in a selected pattern,
and selectively actuating a seismic energy source positioned near the seismic sensors.
The energy source may be an explosive, a vibrator, or in the case of seismic
surveying performed in the ocean, one or more air guns or water guns.
[0003] Seismic energy emanates from the source and travels through the earth
formations until it reaches an acoustic impedance boundary within the earth
formations. Acoustic impedance boundaries typically occur where the composition
and/or mechanical properties of the earth formations change. At an acoustic
impedance boundary, some of the seismic energy is reflected back toward the earth's
surface, where it may be detected by one or more of the seismic sensors deployed on
the surface. Other portions of the seismic energy are refracted and continue
propagating in a generally downward direction until another acoustic impedance

boundary is reached. Seismic signal processing known in the art has as an objective
the determination of the depths and geographic locations of bed boundaries below
the earth's surface from signals related to the reflected acoustic energy. The depth
and the location of the bed boundaries is inferred from the travel time of the seismic
energy to the acoustic impedance boundaries and back to the sensors at the surface.
[0004] Seismic surveying is performed in the ocean (and other large navigable
bodies of water) to determine the structure of earth formations below the sea bed (or
water bottom). Marine seismic surveying known in the art includes having a vessel
tow one or more seismic energy sources, and the same or a different vessel tow one
or more "streamers", which are arrays of seismic sensors forming part of or
otherwise affixed to a cable at spaced apart locations along the cable. Typically, a
seismic vessel will tow a plurality of such streamers arranged to be separated by a
selected lateral distance from each other, in a pattern designed to enable relatively
complete determination of subsurface geologic structures in three dimensions.
[0005] The signals detected by the seismic sensors at the earth's surface (or near the
water surface) include components of seismic energy reflected at the bed boundaries,
as previously explained. In addition, both coherent noise (noise which has a
determinable pattern, such as may be caused by a ship propeller) and incoherent
(random) noise may be present. The presence of such noise in the signals received
by the seismic sensors reduces the signal-to-noise ratio ("SNR") of the seismic
signals of interest. An objective of seismic signal processing is to substantially
eliminate the effects of noise on the signals detected by the sensors without
appreciably reducing the reflected seismic energy component of the detected signals.
[0006] Prior art methods which have been used to reduce the effects of noise and
acquire a higher quality seismic representation of subsurface structures include using
multiple actuations of the seismic energy source (multiple "firings" or "shots") to
record a plurality of sensor measurements from substantially the same subsurface
structure, and then summing or "stacking" such measurements to enhance signal
strength while substantially reducing the effects of random or incoherent noise.
[0007] U.S. Patent No. 5,818,795, which is assigned to the assignee of the present
invention, provides a detailed summary of prior art methods and systems addressing
the problem of noise elimination in seismic signals, and discloses as well a method of

reducing the effect of "burst" noise in seismic signal recordings without eliminating
signals related to reflected seismic energy.
[0008] In marine seismic surveying, it is known in the art to increase the effective
subsurface length of coverage of a seismic streamer by using an additional seismic
energy source at a spaced apart position along the survey line (direction of travel of
the seismic vessel). The additional seismic energy source may be towed ahead of or
behind the vessel that tows the other source and/or the seismic streamer(s).
Generally speaking, methods known in the art include firing the first source and
recording signals resulting therefrom, waiting a selected delay time to allow seismic
energy from the first source to attenuate, and then actuating the second source. U.S.
Patent No. 5,761,152, which is assigned to the assignee of the present invention,
describes a method and system for marine seismic surveying which increases the fold
(number of recorded reflections from a same reflector), and hence the signal-to-noise
ratio of seismic signals, without incurring the problems of drag, entanglement,
complicated deck handling, and decreased signal-to-noise ratio associated with
increased streamer length, increased number of streamers, and increased distance
between streamers. Source and streamer "offsets", and time of firing of lead and
trailing vessel sources in a time delay sequence are optimized to increase the fold
while avoiding any influence by the seismic signals resulting from the source of one
vessel on the seismic signals resulting from the source of the other vessel.
[0009J A limitation to methods known in the art for using more than one' seismic
source, such as disclosed in the ' 152 patent, for example, is that it is necessary to
wait a substantial amount of time, typically several seconds or more, between firing
the first source and firing the second source, to enable identification of the energy in
the recorded seismic signals as having been caused by the first or the second source.
Such identification is necessary in order to properly interpret subsurface structures
from the detected seismic signals. The waiting time between firing the first source
and the second source reduces the speed at which seismic surveys can be recorded,
and thus reduces the efficiency of making such surveys. Accordingly, it is desirable
to be able to reduce the waiting time in multiple source seismic surveys to a
minimum.

Summary of the Invention
[0010] One aspect of the invention is a method for separating energy resulting
from actuating at least two different seismic energy sources from seismic signals, said
method comprising : sorting the seismic signals such that events therein resulting from
actuations of the first source are substantially coherent in all spatial directions, the
seismic signals resulting from a first one and a second one of the at least two sources
actuated such that there is a variable time delay between successive actuations thererof;
coherency filtering the first source coherency sorted signals ; sorting the seismic signals
such that events therein resulting from actuations of the second source are substantially
coherent in all spatial directions ; and coherency filtering the second source coherency
sorted signals. In one embodiment, the coherency filtering comprises weighted slant stack
processing.
[0011] Another aspect of the invention is a method for seismic surveying, comprising
towing a first seismic energy source and at least one seismic sensor system; towing a
second seismic energy source at a selected distance from the first seismic energy source;
actuating the first seismic energy source and the second seismic energy source in a
plurality of firing sequences, each of the firing sequences including firing of the first
source and the second source and recording signals generated by the at least one seismic
sensor system, a time interval between firing the first source and the second source varied
between successive ones of the firing sequences; sorting the seismic signals such that
events therein resulting from actuations of the first source are substantially coherent in all
spatial directions; coherency filtering the first source coherency sorted signals; sorting the
seismic signals such that events therein resulting from actuations of the second source are
substantially coherent in all spatial directions and coherency filtering the second source
coherency sorted signals. In one embodiment, the coherency filtering comprises weighted
slant stack processing.
[0012] Other aspects and advantages of the invention will be apparent from the
following description and the appended claims.

Accompanying
Brief Description of thelDrawings
[0013] Figure 1 is a diagram of one embodiment of a marine seismic acquisition
system according to the invention.
[0014] Figure 2 shows an example of seismic energy paths (ray paths) from a source
to a plurality of seismic receivers towed by a vessel as the seismic energy reflects
from an acoustic impedance boundary.
[0015] Figure 3 shows an example of seismic ray paths for seismic energy from a
source towed by a source vessel to the seismic receivers towed by the seismic
recording vessel in Figure 1.
[0016] Figures 4 through 13 show example recordings of individual receiver signals
from the example "shots" shown in Figures 2 and 3 in order to explain an acquisition
technique according to one aspect of the invention.
[0017] Figure 14 shows a flow chart of one embodiment of a method according to
the invention.
[0018] Figure IS shows a flow chart of one embodiment of a method according to
the invention.
Detailed Description
[0019] The invention relates generally to methods for acquiring marine seismic data
which use more than one seismic energy source, or source array. The sources, or
source arrays are disposed at spaced apart locations along or parallel to a survey line.
Using spaced apart sources, or source arrays, enables increasing the effective
subsurface coverage of a "line", "string" or array of seismic receivers (sensors) with
respect to what may be possible using only a single source, or source array. The
invention is also related to methods for identifying which one of the seismic sources
caused particular events in the signals detected by the seismic sensors. Identifying
which seismic source caused the particular events is important for determining
subsurface structures from the seismic signals, and may be used to reduce the effects
of coherent and random noise in the recorded seismic signals.

[0020] In the description below, the term "seismic source" is used to describe a
single seismic source, or an array of seismic energy sources. The sources can be, for
example, air guns and water guns. Where an array of air guns or water guns is used,
the guns are fired substantially simultaneously to produce a single "shot" of seismic
energy. Therefore the number of individual air guns or water guns in any
implementation of a "seismic source" is not a limitation on the scope of the
invention. A seismic vessel will typically tow one, two or more such seismic
sources, each of which is actuated ("fired") at separate times. In the following
description of methods according to the invention, two such seismic sources are
used. It should be clearly understood that a method and system according to the
invention can have two sources towed as a single source towed from a single seismic
vessel followed by a second source towed by a second "source vessel", or more than
two sources can be towed by one or more such vessels. Also, where more than one
seismic and/or source vessel is used in a particular survey it is not necessary for each
of the vessels operating together in the survey to tow the same number of sources.
[0021] Figure 1 shows one example of a marine seismic data acquisition
arrangement, the arrangement in Figure 1 may be used to record seismic signals that
can be processed using methods according to the invention. A seismic recording
vessel (SEV) 1 tows first seismic sources SA1, SA2, and one or more "streamers" or
seismic sensor arrays as shown at 2a-2d.
[0022] Each streamer 2a-2d includes a plurality of seismic sensors (typically
hydrophones - not shown individually) disposed thereon at spaced apart locations
along each streamer 2a-2d. The streamers 2a-2d are disposed along lines
substantially parallel to the survey line 5. The sensors (not shown) in the streamers
2a-2d are operatively coupled to a recording system 6 disposed on the SEV 1.
[0023] A source vessel (SOV) 4 trails the SEV 1 along the survey line 5. The SOV 4
tows second seismic sources SB1-SB2 The second sources SB1, SB2 are towed at a
selected distance from the first sources SA1, SA2.
[0024] The seismic recording system 6 may also include navigation equipment (not
shown separately) to enable precisely determining the position of the vessels 1,4 and
the individual sensors (not shown separately) as seismic signals are recorded. The

seismic recording system 6 may also include a source controller which selectively
controls actuation of the one or more sources towed by the SEV 1 and by the SOV 4.
Timing of source actuation by the source controller (not shown separately) will be
further explained.
[0025] Each of the seismic sources SA1, SA2, SB1, SB2 in this embodiment, as
previously explained, will typically include an array of air guns. Such arrays are
used, for among other reasons as is known in the art, to provide "whiter" seismic
energy (including a broader range of frequencies and having a more nearly constant
amplitude for such frequencies). Figure 1 also shows the second sources SB1-SB2
towed by the SOV 4 behind the seismic vessel 1. The second seismic sources may
alternatively be towed in front of the SEV 1 at a selected distance. In other
embodiments, the seismic acquisition system may include additional source vessels,
shown generally at 7 and 8 in Figure 1. These additional source vessels 7, 8 may
each tow one or more additional seismic sources, shown generally at SC1 and SC2.
[0026] The first SA1, SA2 and second SB1, SB2 seismic energy sources are used in
marine seismic surveying to increase the coverage area of the seismic data detected
by the streamers 2a-2d, and recorded by the recording system 6. Typically, each of
the sources SA1, SA2, SB2, SB2 will be actuated in a sequence which reduces
interference in the recorded signals. For purposes of the description which follows
of methods according to the invention, a "first source" can be either one of the
sources towed by the SEV 1, these being sources SA1 and SA2. A "second'source"
refen id to in the description can be either one of the sources towed by the SOV 4,
these sources being SB1 and SB2.
[0027] As previously explained, it should be understood that for purposes of defining
the scope of the invention, it is not necessary to have a separate source vessel, or
source vessels, to tow the second source (or any additional sources) as shown in
Figure 1, although having such a separate source vessel provides practical benefits
such as increasing the effective subsurface coverage of the streamers 2a-2d, as is
known in the art. For purposes of defining the scope of this invention, it is only
necessary to have two seismic energy sources, where the second seismic energy
source (or source array) is towed along (or parallel to) a survey line, such as 5 in
Figure 1, at a selected distance from the first seismic source (or source array).

[0028] During acquisition of seismic signals, the first sources SA1, SA2 and the
second sources SB1, SB2 are sequentially fired in a plurality of firing sequences, the
timing of which will be further explained, and signals detected by the sensors (not
shown) on the streamers 2a-2d are recorded by the recording system 6.
[0029] Figure 2 shows an example of paths 21 ("ray paths") of seismic energy as it
travels from the first sources or source arrays (SA1-SA2 in Figure 1), the location
along the survey line (5 in Figure 1) of which is shown at 20, downward through the
water 26, to a subsurface acoustic impedance boundary (bed boundary) 24. Some of
the seismic energy is reflected from the bed boundary 24 and travels upwardly
through the water 26 where it is detected by the sensors on each of the streamers (2a-
2d in Figure 1), the locations of some of which are shown at 22. The ray paths 21
shown in Figure 2 correspond to the path traveled by the seismic energy to each tenth
sensor in one of the streamers (2a-2d in Figure 1), recordings of which will be shown
and explained below with reference to Figures 4-13.
[0030] Figure 3 shows ray paths 31 for acoustic energy traveling from the second
sources (SB1-SB2 as shown in Figure 1), the position of which is shown at 30 in
Figure 3. The sensor positions 22 are substantially the same as those shown in
Figure 2, because the second source (or array) is actuated at a time delay with respect
to actuation of the first source (or array) such that the seismic and source vessels, and
thus the towed sources and receivers, move only a very small distance along the
water 26 during the delay time. In Figure 3, the position of the second source 30
with respect to the streamers and first source is typically selected such that the ray
paths from 31 from the second source have different reflection locations along the
boundary 24 than do the ray paths from the first source, such as shown in Figure 2.
[0031] As explained above in the Background section, prior art methods for using
two or more spaced apart sources in an arrangement such as shown in Figure 1
include firing the first source, and waiting before firing the second source a sufficient
amount of time such that signals detected by the sensors resulting from firing the first
source have substantially attenuated. In methods according to the invention, the
second source is fired after a relatively small selected delay time after firing the first
source, such that signals from the first source that have substantial amplitude are still
being detected by the sensors.

[0032] In a method according to one aspect of the invention, the first source is
actuated or "fired" and a recording is made of the signals detected by the sensors that
is indexed to a known time reference with respect to time of firing the first source.
The second source (or array) is then fired at a predetermined delay time after the
firing of the first source, while signal recording continues. Firing the first source,
waiting the predetermined delay time and firing the second source is referred to
herein as a "firing sequence." Firing the first source, waiting a predetermined time
delay firing the second source, while recording seismic signals, are then repeated in a
second firing sequence. The firing sequence is then repeated, using a different delay
time. The predetermined time delay between firing the first source and firing the
second source is different for the second, and for each subsequent firing sequence in
a survey. For purposes of the invention, seismic signals are recorded for a plurality
of such firing sequences, typically three or more firing sequences, each having a
different predetermined time delay between firing the first source and firing the
second source.
[0033] Although the time delay varies from sequence to sequence, the time delay
between firing the first source and the second source in each firing sequence is
preferably at least as long as the "wavelet" time of the seismic energy generated by
the first source to avoid interference between the first and second sources. Typically,
however, the time delay is less than one second, but in some cases may be several
seconds. In some embodiments, the time delay between successive firing sequences
may vary in a known, but random manner. In other embodiments, the time delay
may vary in a known, but quasi-random manner. In still other embodiments, the time
delay may be varied systematically. Examples of seismic signals as will be
explained below with reference to Figures 4-13 may include a time delay variation
between successive firing sequences of about 100 milliseconds.
[0034] Firing the first source and the second source in a plurality of firing sequences
as described above, each having a different time delay, enables separating
components of the detected seismic signals which result from the first source and
from the second source, as will be explained below with respect to Figures 4-14.
[0035] Figure 4 shows a graphic display of amplitude indexed to the time of source
actuation of the signals as would be detected by each of the sensors in one of the

streamers (2a-2d in Figure 1) towed by the seismic vessel (1 in Figure 1). The
signals shown in Figure 4 were synthesized for an example earth model such as the
one shown in Figures 2 and 3. The display in Figure 4 shows signals resulting from
a single firing of the first source, followed by a single firing of the second source
after a predetermined time delay. The display in Figure 4 is arranged such that the
signal from the sensor towed closest to the seismic vessel is on the left hand side of
the display. The sensor signal displays or "traces" displayed from left to right in
Figure 4 represent the individual sensor signals from successively more distant (from
the seismic vessel) ones of the sensors. Reflected seismic energy originating from
the first source (or array, the position of which is shown at 20 in Figure 2) appears as
a high amplitude event that may be correlated in each successive trace, as shown at
40. Signals from the second source (or array, the position of which is shown at 30 in
Figure 3) that correspond to reflected energy from the same subsurface boundary
(shown at 24 in Figures 2 and 3) can be identified by another event shown at 42. As
would be expected, the event 40 resulting from the first source shows increased
arrival time with respect to individual sensor distance from the first source in a well
known relationship called "moveout." Correspondingly, the signals from the second
source show moveout for event 42 in the opposite direction because of the placement
of the second source with respect to the streamers (2a-2d in Figure 1).
[0036] The table in Figure 4 shows, for each source, a time of firing of each source
with respect to a time index for signal recording. For the sake of brevity of
description that follows, the first source (or source array) will be referred to in
corresponding tables in each Figure as "source A" and the second source (or source
array) will be referred to as "source B." The time delay between firing source A and
source B identified in Figure 4 is 0.1 second (100 milliseconds).
[0037] A display of synthesized signals resulting from a second firing sequence of
sources A and B, for the earth model of Figures 2 and 3, is shown in Figure 5. The
firing sequence for which detected signals are shown in Figure 5 is made at a
selected time after recording the signals from the first firing (corresponding signals
for which are shown in Figure 4). This selected time depends on factors such as an
approximate depth to which seismic analysis is desired to be performed, length of the
streamers (2a-2d in Figure 1), as is well known in the art, and typically is in a range

of about 8 to 20 seconds. Arrival of reflective events corresponding to the events
shown at 40 and 42 in Figure 4 is shown for source A at 50 in Figure 5 and for
source B at 52. As shown in the table in Figure 5, the selected time delay between
firing source A and source B is 0.3 seconds (300 milliseconds).
[0038] Figure 6 shows a display similar to the ones shown in Figures 4 and 5, with
corresponding reflective events for source A shown at 60 and for source B and 62.
The display in Figure 6 represents signals for a third firing sequences of the sources.
And wherein the time delay between firing source A and source B is 0.4 seconds
(400 milliseconds).
[0039] Figure 7 shows a display of signals for a fourth firing sequence of source A
and source B, wherein the selected time delay between firing source A and source B
is 0.2 seconds (200 milliseconds). Corresponding reflective events 70 and 72 are
shown for source A signals and source B signals, respectively.
[0040] Figure 8 shows a display of signals for a fifth firing sequence of source A and
source B, wherein the selected time delay is 0.5 seconds (500 milliseconds).
Corresponding reflective events 80 and 82 are shown for source A signals and source
B signals, respectively.
[0041] Reflection events corresponding to signals from source A, shown at 40, 50,
60, 70 and 80, respectively, in Figures 4 through 8, occur at very similar times with
respect to the time of firing of source A. Differences in arrival time between traces
for each such event corresponding to source A may depend on the actual position of
the seismic vessel (1 in Figure 1) at the time of each source A firing, which position
depends on vessel speed and time between firing sequences. The arrival time of the
source A events may also depend on the subsurface structure of the earth, among
other factors. Nonetheless, there is a very high degree of correspondence between
the source A reflection events 40, 50, 60, 70, 80, respectively, in each of Figures 4
through 8.
[0042] In some embodiments of a method according to the invention, detected
seismic signal components corresponding to the firing of source A can be identified
in the seismic traces by a two part procedure. The first part includes determining
coherence between the traces within an individual firing sequence. This part can be

performed by selecting closely spaced subsets of all the traces (such as a subset of
between five and ten traces) such as shown in Figures 4 through 8, and determining
coherence between the selected traces within selected-length time windows.
Coherence may be determined, for each subset of traces selected, by correlating the
traces to each other over the selected-length time windows. A result of the
correlation is a curve or trace the amplitude of which represents degree of
correspondence from trace to trace with respect to time.
[0043] The coherence between traces determined in the first part of the procedure
includes components that are also coherent between firing sequences with respect to
the firing time of source A. These components represent the component of the
seismic signals corresponding to actuating source A. The trace correspondence
determined in the first part of the method may also include coherent noise, such as
would result from signals caused by actuation of source B, shown as events 42, 52,
62, 72 and 82, respectively in Figures 4 through 8, or other coherent noise such as
from a ship propeller. Random noise is substantially not present in the
correspondence traces because random noise has substantially no correspondence
from trace to trace. The second part of the method includes separating the
components of the signals which are caused by source A from the coherent noise. In
one embodiment, separation of the source A component can be performed by
generating trace to trace coherence measures (traces), as just described, for each of a
plurality of firing sequences. Corresponding ones of the coherence traces #re then
correlated to each other between firing sequences, to generate shot to shot coherence
traces. The resulting shot to shot coherence traces will substantially represent
seismic signals resulting only from source A. Coherent noise from source B and
other coherent noise sources will be substantially absent from the shot to shot
coherence traces.
[0044] The reason the source B "noise" is substantially removed by the shot to shot
coherence determination can be explained as follows. As can be observed in Figures
4 through 8, the arrival time of successive source B events 42, 52, 62, 72, 82,
respectively, is very similar between individual traces, and so would show a high
trace to trace coherence. Difference in coherence in the source B events is
substantially between firing sequences (when time is indexed with respect to the

firing time of source A). This difference in coherence in the source B events is
primarily because of the different time delay between firing source A and source B in
each firing sequence. Therefore, while the events 42, 52, 62, 72, 82 may show high
coherence from trace to trace, they will have substantially no coherence from shot to
shot when the recording time is indexed to source A. Coherent noise, such as from a
ship propeller, would show similar trace to trace coherence but relatively little shot to
shot coherence.
[0045] Having thus identified the "true" seismic signals originating from the first
source (source A), one embodiment of a method according to the invention further
includes identifying the "true" seismic signals originating from the second source
(source B). This can be performed by time-aligning the signals from each firing
sequence with respect to the firing time of source B. In some embodiments, this can
be performed by applying a time delay to each trace such that the signals from source
B all represent a same time delay from the start of signal recording or from a selected
time index related to the time of firing of source B. Figure 9 shows trace display of
the same signals shown in Figure 4, but with the addition of a time delay of 0.4
seconds, as shown in the table in Figure 9. Figure 10 shows the same signal traces as
shown in Figure 5, but with the addition of a time delay of 0.2 seconds. Similarly,
Figures 11 trough 13 show traces which correspond to traces shown in Figures 6
through 8, but with time delays of 0.1, 0.3 and 0.0 seconds, respectively.
Corresponding reflective events for the source A and source B signals are shown in
Figures 9 through 13 and 90 and 92, 100 and 102, 110 and 112, 120 and 122 and 130
and 132, respectively.
[0046] In Figures 9 through 13, the signals resulting from actuating the second
source (source B) in each firing sequence now each have a time delay from start of
recording (in this case the firing of source A as a time reference) of 0.5 seconds, and
as a result are substantially time-aligned. True seismic signal from the second source
(source B) may then be identified by using trace-to-trace and shot-to-shot coherence
determination, just as used to determine first source true seismic signals where the
first source firings are time aligned from the start of recording, as previously
explained with reference to Figures 4 through 8.

[0047] The foregoing embodiments of the invention are described in terms of having
two seismic energy sources at spaced apart positions. However, the invention is not
limited in scope to having only two sources and identifying two trace to trace and
shot to shot components. In other embodiments, three or more sources may be used.
In such embodiments, the third, and any additional sources, are each fired
sequentially in each firing sequence. For example, the system shown in Figure 1
includes six sources SA1, SA2, SB1, SB, SCI, SC2. A third source, which may be
any of the remaining unfired source in the system of Figure 1 is fired after a selected
time delay after the second source is fired. The time delay between firing the second
source and the third source is different than the delay between firing the first source
and the second source. The delay between firing the second source and the third
source is also different in each firing sequence. As in the previous embodiments, it is
preferred that the time delay between source firings in any one sequence be at least
as long as the wavelet time for the immediately prior source firing. The delay times
may be random, quasi-random or systematically determined, as in previous
embodiments, and only need to be known. In embodiments using three or more
sources, determining coherent signal components identified to the third and any
additional sources includes time aligning the recorded signals with respect to the
source for which reflective events are desired to be identified, and determining trace
to trace and shot to shot coherent components of the time-aligned signals.
[0048] It has been determined that certain types of coherency processing for
determining which of the seismic sources caused particular events in the detected
seismic signals may provide improved separation of the events in the recorded
seismic signals corresponding to each of the sources. One embodiment of such
coherency processing will now be explained with respect to Figure 14. At 134 in
Figure 14, seismic data recorded as explained above with respect to Figures 1-8 are
sorted into a first three-dimensional domain such that signals resulting from
actuations of the first seismic source (or source A) are coherent in all spatial
directions. A preferred domain includes sorting individual traces such that along one
spatial axis, the traces represent signals acquired such that the receivers (seismic
sensors) in each of the streamers (2a-2d in Figure 1) is disposed at substantially the
same geographic position along the water surface at the firing times of the first

source. Thus, a plane perpendicular to the selected spatial axis (and parallel to the
time axis in a 3-D record section) would be called a "common channel plane."
Traces sorted in the common-channel plane domain with respect to the first source
actuation times will have signals that are coherent with respect to the actuation of the
first source. The signals in traces sorted in the common channel plane with respect
to the first source will be substantially incoherent with respect to the actuation times
of the second source. As a matter of convenience, trace sorting to provide coherence
with respect to actuation of the first source will be referred to as "first source
coherency sorting." In one implementation of coherency sorting, the seismic traces
are sorted in a tiiree dimensional volume, in which common channels are disposed
along one spatial axis, and common shots are disposed along the other spatial axis.
[0049] In a different implementation of coherency sorting, the seismic traces are
sorted such that common depth point (CDP) traces are disposed along one spatial
axis, and common offsets are disposed along the other spatial axis.
[0050] After first source coherency sorting, the coherency sorted traces are
coherency filtered. Coherency filtering will remove a substantial portion of the
incoherent energy present in die sorted data. In the present embodiment, as shown at
136 in Figure 14, the coherency filtering includes weighted slant stack processing.
Weighted slant-stack processing is described in U. S. Patent Application No.
09/767,650 filed on January 23, 2001 and assigned to the assignee of the present
invention and incorporated herein by reference. As described in more detail in the
'650 application, weighted slant stack processing includes transforming the sorted
traces from the space time domain, Sx, y(t), into the slant-stack (r-px py) domain. In
the present embodiment, transforming the traces into the slant stack domain is
performed using a Radon transform. A Radon transform may use an equation such
as the following in which T represents the set of transformed data:

[0051] In the foregoing equation, N represents the number of traces, Sx, y represents a
subset of the whole volume of traces, and Fx,y represents a scaling function. In the

foregoing equation, x represents the distance along a first direction, and y represents
the distance along a second direction. The distances correspond to seismic sensor
positions on the water surface at the time the corresponding traces were recorded. px
represents a slope in the first direction, py represents a slope in the second direction, a
and b represent, for the first (x) direction, and c and d represent, for the second (y)
direction, the endpoints along each respective direction of the spatial volume to be
transformed, r (tau) represents intercept time in the x-px py domain.
[0052] After transforming the coherency sorted traces, the transformed traces may be
processed to exclude all but portions thereof representing coherent energy with
respect to actuation times of the first source. An inverse Radon transform may then
be performed to return the coherency filtered traces to the space-time domain. The
result is a set of traces which include energy primarily resulting from actuation of the
first source, as shown at 138 in Figure 14.
[0053] Next, the originally recorded seismic traces may be sorted into a domain
which is coherent with respect to actuation times of the second source (or source B),
as shown at 140 in Figure 14. In the present embodiment, the sorting may be
performed into the common channel/common shot domain with respect to the second
source. Alternatively, the seismic traces may be sorted into the CDP/common offset
domain. Similarly as for the first source coherency sorting, sorting the recorded
traces to provide coherency with respect to actuation of the second source may be
referred to for convenience as "second source coherency sorting." The second
source coherency sorted traces may then be slant stack processed, as shown at 142 in
Figure 14 and as previously explained with respect the first source coherency sorted
traces. The result of the combined second source coherency sorting and slant stack
processing is a set of traces which include energy primarily resulting from actuation
of the second source, as shown at 144 in Figure 14.
[0054] In theory, the two sets of traces generated as explained above provide trace
sets including energy resulting only from actuation of the first source and the second
source, respectively. As a practical matter, however, coherency filtering, including
weighted slant stack processing, is not perfect. As a result, some energy resulting
from actuations of the second source may remain in the trace set corresponding to the
actuation of the first source, and some energy corresponding to the actuation of the

first source may remain in the trace set corresponding to actuation of the second
source. In one embodiment and referring to Figure 15, the separation of seismic
energy resulting from the first source and the second source in each of the respective
trace sets can be improved by the following process.
[0055] First, the trace sets representing energy primarily from the first source and
from the second source produced as explained above are both subtracted, as shown at
146, from the originally recorded set of traces to produce a "residual" trace set. The
residual trace set includes energy from the first source and energy from the second
source that was not separated using the above described coherency sorting and slant
stack processing.
[0056] The residual trace set is then processed as explained above with respect to the
originally recorded set. First, the residual trace set is sorted to be coherent with
respect to the first source (first source coherency sorted), as shown at 148. Then the
first source coherency sorted residual traces are transformed into the slant stack
domain, and incoherent energy is then removed from the coherency sorted,
transformed residual traces, as shown at 150. The coherent energy remaining in the
processed traces may be inverse transformed into the space time domain. The result
is a trace set having coherent energy with respect to the first source actuations still
remaining in the residual traces and most of any remaining energy not coherent with
respect to actuation of the first source removed.
[0057] The residual trace set is then sorted, as shown at 156, to be coherent with
respect to the second source, and weighted slant stack processing, as shown at 158, is
then performed to separate energy that is not coherent with respect to the second
source actuations. The result is a trace set having coherent energy with respect to the
second source actuations still remaining in the residual traces, and most of any
remaining energy not coherent with respect to actuation of the second source
removed.
[0058] A selected parameter corresponding to the amount of coherent energy with
respect to each of the sources in each of the trace sets processed as above (coherency
processed residual traces) from the residual trace set may then be compared to a
selected threshold. Comparing for the respective processed trace sets is shown at
152 and 160 in Figure 15. In one embodiment, the selected threshold may be a total

energy in the traces. In another embodiment, the selected threshold may be a peak
trace amplitude. In another embodiment, the selected threshold may be an average
amplitude in the traces. Irrespective of the parameter used to select the threshold, if
the parameter of the coherency processed residual traces exceeds the selected
threshold, the coherency processed residual traces may then be subtracted from the
residual traces, and the process as above repeated until the threshold is not exceeded.
Any energy remaining in the final coherency processed residual traces may then be
added, as shown at 154 and 162, respetively, to the corresponding coherency
processed traces used as input to the residual processing described above with
respect to Figure 14.
[0059] The foregoing embodiments of a method for determining which components
of a seismic signal are a result of a particular one of a plurality of seismic sources can
take the form of a computer program stored in a computer readable medium. The
program includes logic operable to cause a programmable computer to perform the
steps explained above with respect to Figures 14 and 15.
[0060] Embodiments of a method according to the invention enable recording
seismic surveys using a plurality of sources disposed at spaced apart positions such
that the subsurface coverage of each sensor "streamer" is increased as compared with
methods using only a single source. As compared with methods known in the art
using multiple, spaced apart sources, methods according to the invention may
provide the additional benefit of reducing a waiting time between firing the sources
in firing sequences because signals from each of the plurality of sources may be
uniquely identified in a shot sequence. Therefore, embodiments of a method
according to the invention may increase the efficiency with which seismic surveying
is performed.
[0061] While the invention has been described with respect to a limited number of
embodiments, those skilled in the art, having benefit of this disclosure, will
appreciate that other embodiments can be devised which do not depart from the
scope of the invention as disclosed herein. Accordingly, the scope of the invention
should be limited only by the attached claims.

WE CLAIM:
1. A method for separating energy resulting from actuating at least two different
seismic energy sources from seismic signals, said method comprising :
sorting the seismic signals such that events therein resulting from actuations of the
first source are substantially coherent in all spatial directions, the seismic signals resulting
from a first one and a second one of the at least two sources actuated such that there is a
variable time delay between successive actuations thererof;
coherency filtering the first source coherency sorted signals ;
sorting the seismic signals such that events therein resulting from actuations of the
second source are substantially coherent in all spatial directions ; and
coherency filtering the second source coherency sorted signals.
2. The method as claimed in claim 1, which involves :
subtracting the coherency filtered first source coherency sorted signals and the
coherency filtered second source coherency sorted signals from the seismic signals to
generate residual seismic signals ;
sorting the residual seismic signals such that events therein resulting from
actuations of the first source are substantially coherent in all spatiaL directions ;
coherency filtering the first source coherency sorted residual signals ;
sorting the residual seismic signals such that events therein resulting from
actuations of the second source are substantially coherent in all spatial directions ; and
coherency filtering the second source coherency sorted residual signals.
3. The method as claimed in claim 2, which involves :
determining whether a value of a parameter in the coherency filtered, first source
and second source sorted residual signals exceeds a selected threshold, the parameter
related to an amount of energy in a seismic signal ;
subtracting the coherency filtered, first source sorted residual signals and the
coherency filtered second source sorted residual signals from the residual signals ; and

repeating the sorting and coherency filtering until the value drops below the selected threshold.
4. The method as claimed in claim 3, wherein the parameter comprises peak trace amplitude.
5. The method as claimed in claim 3, wherein the parameter comprises trace energy.
6. The method as claimed in claim 3, wherein the parameter comprises average trace amplitude.
7. The method as claimed in claim 2, which involves adding the coherency filtered, first source
sorted residual signals to the coherency filtered, first source sorted seismic signals.
8. The method as claimed in claim 2, which involves adding the coherency filtered, second source
sorted residual signals to the coherency filtered, second source sorted seismic signals.
9. The method as claimed in claim 1, wherein the sorting the seismic signals involves generating a
common channel plane gather with respect to the first source.
10. The method as claimed in claim 1, wherein the sorting the seismic signals involves generating a
common channel plane gather with respect to the second source.
11. The method as claimed in claim 1, wherein the coherency filtering comprises slant stack
processing.
12. The method as claimed in claim 11, wherein the slant stack filtering comprises transforming
traces into the tau-p domain, excluding portions of the transformed traces corresponding to energy other
than a coherency reference, and inverse transforming portions of the traces having the excluded energy
into the time-space domain.
13. The method as claimed in claim 12, wherein the transforming into the tau-p domain involves
performing a Radon transform.

14. The method as claimed in claim 1, wherein the sorting involves sorting seismic traces into the
common channel/common shot domain.
15. The method as claimed in claim 1, wherein the sorting involves sorting seismic traces into the
common depth point/common offset domain.
16. A method for seismic surveying, comprising :
towing a first seismic energy source and at least one seismic sensor system ;
towing a second seismic energy source at a selected distance from the first seismic energy
source ;
actuating the first seismic energy source and the second seismic energy source in a plurality of
firing sequences, each of the firing sequences including firing of the first source and the second source
and recording signals generated by the at least one seismic sensor system, a time interval between firing
the first source and the second source varied between successive ones of the firing sequences ;
sorting the seismic signals such that events therein resulting from actuations of the first source
are substantially coherent in all spatial directions ;
coherency filtering the first source coherency sorted signals ;
sorting the seismic signals such that events therein resulting from actuations of the second
source are substantially coherent in all spatial directions ; and
coherency filtering the second source coherency sorted signals.
17. The method as claimed in claim 16, which involves :
subtracting the coherency filtered first source coherency sorted signals and the coherency
filtered second source coherency sorted signals from the seismic signals to generate residual seismic
signals;
sorting the residual seismic signals such that events therein resulting from actuations of the first
source are substantially coherent in all spatial directions ;
coherency filtering the first source coherency sorted residual signals ;
sorting the residual seismic signals such that events therein resulting from actuations of the

second source are substantially coherent in all spatial directions ; and
coherency filtering the second source coherency sorted residual signals.
18. The method as claimed in claim 16, which involves :
determining whether a value of a parameter in the coherency filtered, first source and second
source sorted residual signals exceeds a selected threshold, the parameter related to an amount of
energy in a seismic signal;
subtracting the coherency filtered, first source sorted residual signals and the coherency filtered
second source sorted residual signals from the residual signals ; and
repeating the sorting and coherency filtering until the value drops below the selected threshold.
19. The method as claimed in claim 18, wherein the parameter comprises peak trace amplitude.
20. The method as claimed in claim 18, wherein the parameter comprises trace energy.
21. The method as claimed in claim 18, wherein the parameter comprises average trace amplitude.
22. The method as claimed in claim 17, which involves adding the coherency filtered, first source
sorted residual signals to the coherency filtered, first source sorted seismic signals.
23. The method as claimed in claim 17, which involves adding the coherency filtered, second
source sorted residual signals to the coherency filtered, second source sorted seismic signals.
24. The method as claimed in claim 16, wherein the sorting the seismic signals comprises
generating a common channel plane gather with respect to the first source.
25. The method as claimed in claim 16, wherein the sorting the seismic signals comprises
generating a common channel plane gather with respect to the second source.
26. The method as claimed in claim 16, wherein the coherency filtering comprises slant stack
processing.

27. The method as claimed in claim 26, wherein the slant stack processing comprises transforming
traces into the tau-p domain, excluding portions of the transformed traces corresponding to energy other
than a coherency reference, and inverse transforming portions of the traces having the excluded energy
into the time-space domain.
28. The method as claimed in claim 27, wherein the transforming into the tau-p domain comprises
performing a Radon transform.
29. The method as claimed in claim 16, wherein the time interval is varied systematically.
30. The method as claimed in claim 16, wherein the time interval is varied quasi-randomly.
31. The method as claimed in claim 16, wherein the time interval varied is randomly.
32. The method as claimed in claim 16, wherein the time interval is varied in steps of about 100
milliseconds.
33. The method as claimed in claim 16, wherein the time interval is at least as long as a wavelet
time of the first source.
34. The method as claimed in claim 16, wherein the sorting comprises sorting seismic traces into
the common channel/common shot domain.
35. The method as claimed in claim 16, wherein the sorting comprises sorting seismic traces into
the common depth point/common offset domain.

There is disclosed a method for separating energy resulting from actuating at least
two different seismic energy sources from seismic signals, the sources actuated to
provide a variable time delay between successive actuations of a first one and a second
one of the sources, said method comprising : sorting the seismic signals such that events
therein resulting from actuations of the first source are substantially coherent in all
spatial directions, the seismic signals resulting from a first one and a second one of the
at least two sources actuated such that there is a variable time delay between successive
actuations thererof ; coherency filtering the first source coherency sorted signals ;
sorting the seismic signals such that events therein resulting from actuations of the
second source (SB1, SB2) are substantially coherent in all spatial directions ; and
coherency filtering the second source coherency sorted signals.cc

Documents:

319-KOL-2004-FORM-27.pdf

319-kol-2004-granted-abstract.pdf

319-kol-2004-granted-assignment.pdf

319-kol-2004-granted-claims.pdf

319-kol-2004-granted-correspondence.pdf

319-kol-2004-granted-description (complete).pdf

319-kol-2004-granted-drawings.pdf

319-kol-2004-granted-examination report.pdf

319-kol-2004-granted-form 1.pdf

319-kol-2004-granted-form 18.pdf

319-kol-2004-granted-form 2.pdf

319-kol-2004-granted-form 3.pdf

319-kol-2004-granted-form 5.pdf

319-kol-2004-granted-gpa.pdf

319-kol-2004-granted-reply to examination report.pdf

319-kol-2004-granted-specification.pdf

319-kol-2004-granted-translated copy of priority document.pdf


Patent Number 232562
Indian Patent Application Number 319/KOL/2004
PG Journal Number 12/2009
Publication Date 20-Mar-2009
Grant Date 18-Mar-2009
Date of Filing 14-Jun-2004
Name of Patentee PGS AMERICAS, INC
Applicant Address 738 HIGHWAY 6 SOUTH SUITE 500, HOUSTON, TEXAS 77079
Inventors:
# Inventor's Name Inventor's Address
1 VAA GE SVEIN TORLEIF 10 CLEVEHURST, ST. GEORGES AVENUE, WEY BRIDGE, SURREY KT 13 0BS
2 MARTINEZ RUBEN D 6311 WAGNER WAY, SUGAR LAND, TEXAS 77479
3 BRITTAN JOHN 66 RUSSELL ROAD, WALTON-ON-THAMES, SURREY KY 12 2LA
PCT International Classification Number G01V 1/36
PCT International Application Number N/A
PCT International Filing date
PCT Conventions:
# PCT Application Number Date of Convention Priority Country
1 10/630,385 2003-07-30 U.S.A.