2271 extended elastic impedance

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    EXTENDED ELASTIC IMPEDANCEEXTENDED ELASTIC IMPEDANCE

    Im lementin Extended ElasticIm lementin Extended Elastic

    Impedance in CE7Impedance in CE7 Kevin Gerlitz 2004 Kevin Gerlitz 2004

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    x en e as c mpe ance s escr e n a paper en e x en e as c

    Impedance for fluid and lithology prediction by Whitcombe et al., Geophysics,

    2002, 67, 1, p 63-67.

    from 0 to 30, theoretically we can extend this over a greater range of angles, , suchas 90 to +90.

    (from Whitcombe et al, Geophysics, 2002)

    e sin term in t e Zoeppritz inear approximation imits t e range at w icreflectivities can be defined.

    If we re-write the Zoeppritz linear approximation as R = A + B tan and then scale it

    Rs = A cos + B sin

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    ,from the P-wave, S-wave and density logs for each angle from the scaled reflectivity

    equation using the following equation:

    an generate a spectrum o ogs.

    (from Whitcombe et al, Geophysics, 2002)

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    ere are wo me o s or e erm n ng w a ang e o use n or er o es e nea e

    the reservoir parameter reflectivity section.

    1. By generating the EEI log spectrum and cross-correlating the log reflectivities

    with the desired reservoir arameter reflectivit .

    2. By generating the scaled reflectivity seismic spectrum at each well location andcross-correlating with the desired reservoir parameter reflectivity.

    The second method is preferable for practical purposes since noise in the seismic

    section, anisotropy, velocity errors, etc, may yield an optimum angle that is

    different than that achieved by the cross-correlating the EEI logs.

    When we have determined , we can then create the equivalent seismic

    reflectivity section from the combination of intercept and gradient stacks using

    the R = A + B tan equation.

    - ,we can implement both methods of the Extended Elastic Impedance method and

    generate the desired reflectivity section.

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    To start, you need a well with a P-wave, Density, S-wave, and the log that you wish tocreate the reflectivity section (i.e., Vp/Vs, Sw, , , , , AI, SI, etc)

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    Now open the CE7 AVO version and build a 3D depth model using the Advanced Setup

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    and build the geometry.

    The first trick to making this process work is to have something in the

    header that can be related to angle. In this example, I have built a model

    with 181 traces that start from X = -90 to X = 90. The X value will now

    correspond to the angle

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    Select the logs for the

    model: P-wave, Density,

    S-wave. The second trick

    is to also include the

    other logs that you wish

    to correlate with

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    Make a note of the sample

    rate that you are using. In

    this case, my volume is

    sam led ever 0.20 m

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    ap e we o e oca on correspon ng o .e., e cous c mpe ance oca on

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    Now apply a Trace Maths script to the P-wave, Density

    and S-wave log volumes to create the EEI log spectrum.

    ** Rename the volume variables to P_wave,Density and S_wave as shown

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    ou may wan o ca eoutput something useful

    like EEI_logs

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    Load the EEI.prs file from the

    Trace Maths directory into the

    parser window.

    If you made your Xs equal to

    your angles and if you

    renamed the volume variables,

    then ou do not have to

    change anything in this

    script

    value for you. If you want to

    hard-code your K, edit this

    part here.

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    The result is the spectrum of Elastic Impedance logs ranging form 90 to +90. I have

    changed the Inserted Curve to the P-Impedance log for a comparison.

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    Change the EEI logs volume variable name to refand the other log volume to input and

    ow use ano er race a s scr p o cross-corre a e one o e o er ogs n edepth model against the EEI log suite. In my example, I will first cross-correlate the

    EEI logs with the Porosity log volume.

    se e sage o o o use . ange e ou pu name o some ng use u e

    xcor_por to indicate that it is the cross-correlation of the porosity logs with the EEI logs...

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    The Trace Maths script,crossCorrelateReflectivity, is

    referenced to the depths.

    This is where you set your

    . ,

    my sample rate, s_int, is 0.20

    m. I am starting the

    correlation window at

    the window ends at

    inputEndDepth = 710 m. The

    cross-correlation coefficients

    outputStartDepth = 160 m

    depth in the output volume.

    Ive set the delay (maxDelay)

    - -

    correlation

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    e ou pu pro a y won oo o n eres ng. ou ave o c ange some o e v ewparameters like the zoom, Mean and Std, turn off fill trace and color interpolation, etc

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    o ge some ng a oo s a e er

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    - . ,cross-plot against a lithology indicator log like the Gamma Ray

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    e gamma ray re ec v y og cross-corre a e w e re ec v y ogs.

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    - - .both cross-correlation results into the cross-plot window

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    > -X-axis and the cross-correlation results on the Y-axis.

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    -

    zoomed in view shows the maximum

    negative correlation at 45

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    EXTENDED ELASTIC IMPEDANCEEXTENDED ELASTIC IMPEDANCEThe cross-correlation of the Gamma Ray reflectivity log with the EEI reflectivity log

    spectrum

    A zoomed in view shows the

    maximum correlation at 65

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    - -,spectrum. As expected, we get a perfect correlation at 0

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    EXTENDED ELASTIC IMPEDANCEEXTENDED ELASTIC IMPEDANCEWe can now compute the associated elastic parameter reflectivity volumes using Trace

    Maths applied to the A & B AVO attribute volumes

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    o compu e e poros y re ec v y, ve rename e n ercep an ra envolume variables to A & B

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    n ype n e equa on: -1*( A + B*tan(45 * pi /180)). In this case, the

    maximum correlation was a

    nega ve va ue so ave

    negated the results

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    The porosity

    reflectivity

    volume

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    ,

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    The

    lithology

    reflectivity

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    In Strata we can invert these volumes to yield

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    - .

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    u -we mo e s can a so ecreated. In this example, Ive

    placed each well at the end of

    separate cross-lines

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    - .

    wells at X = -91 and used the Triangulation interpolation scheme. Ill do all

    subsequent processing starting at Inline 2 (I.e., X = -90)

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    EXTENDED ELASTIC IMPEDANCEEXTENDED ELASTIC IMPEDANCEHeres the cross-correlation of the porosity reflectivity for 12 wells against the EEI

    reflectivity log spectrum. Its up to you to determine which cross-line corresponds towhich Well. The Well in blue does not have a porosity log.

    T TT T

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    volume from the AVO A & B attributes and cross-correlating them with the logs.

    To test this method, Ive created a synthetic gather and extracted the AVO attributes.

    EXTENDED ELASTIC IMPEDANCEEXTENDED ELASTIC IMPEDANCE

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    Convert both the AVO A and B

    attributes to the Depth domain using

    Process > Utility > Time to Depth

    EXTENDED ELASTIC IMPEDANCEEXTENDED ELASTIC IMPEDANCE

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    ow u e ep mo e us ng a e ogs. vecreated a model with 182 traces starting from X =

    -91 to X = 90

    EXTENDED ELASTIC IMPEDANCEEXTENDED ELASTIC IMPEDANCE

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    Now we have to make the AVO A & B volumes the same size as the Depth Model. Use

    Process > Utility > Concatenate and copy the trace 181 times

    EXTENDED ELASTIC IMPEDANCEEXTENDED ELASTIC IMPEDANCE

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    Heres the new AVO A & B traces in depth copied 181 times.

    EXTENDED ELASTIC IMPEDANCEEXTENDED ELASTIC IMPEDANCE

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    ow use race a s o crea e e sca e re ec v yvolume from the A & B AVO attribute volumes.

    EXTENDED ELASTIC IMPEDANCEEXTENDED ELASTIC IMPEDANCE

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    Call the output something useful like

    scaled_reflectivity

    rA = rad( inline - 91 );

    output = A * cos( rA ) + B * sin( rA );

    .

    In this case, I refer the angle to

    the inline values

    output;

    EXTENDED ELASTIC IMPEDANCEEXTENDED ELASTIC IMPEDANCE

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    e sca e _re ec v y vo ume s ou c ange rom one s e o e o er suc atroughs become peaks and vice versa

    EXTENDED ELASTIC IMPEDANCEEXTENDED ELASTIC IMPEDANCE

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    Another test to determine if the scaled_reflectivity was calculated correctly is to open theAVO A volume and view the difference between the two traces. The two should cancel

    each other out at 0 degrees

    EXTENDED ELASTIC IMPEDANCEEXTENDED ELASTIC IMPEDANCE

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    ow use race a s o cross-corre a ethe scaled reflectivity with the target log.

    In my case, I will test this with the P-

    Impedance log curve

    For this particular script to

    ,

    scaled reflectivity volumeseismic and the target log

    volume should be called logs

    EXTENDED ELASTIC IMPEDANCEEXTENDED ELASTIC IMPEDANCE

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    Call the output something

    useful

    and load in the followin scri t:

    crossCorrelateLogReflectivityWSeismic

    EXTENDED ELASTIC IMPEDANCEEXTENDED ELASTIC IMPEDANCE

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    This scri t is similar to the

    other cross-correlation tracemaths script but it

    calculates the reflectivity of

    the logs volume and cross-

    corre a es w e se sm c

    volume make sure that the

    logs volume is renamed aslogs and that the scaled

    reflectivity volume is renamed

    as seismic.

    Again, only edit the values in

    the USER-DEFINED

    PARAMETERS section.

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    Cross-plot the resulting cross-correlation volume against itself and

    adjust the plot parameters to plot the

    X-Coord on the X-axis. As expected,

    we see the greatest positive correlation

    at nearly 0 degrees.

    EXTENDED ELASTIC IMPEDANCEEXTENDED ELASTIC IMPEDANCE

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    This approach can probably be applied to multiple wells in a seismic volume. I will notdemonstrate this whole process because I dont have an appropriate data set.

    First extract an arbitrary line on the AVO attribute volume that goes through all the

    EXTENDED ELASTIC IMPEDANCEEXTENDED ELASTIC IMPEDANCE

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    ecause e ar rary ne s as n ne x ne n orma on e o e or g na se sm ccube, you will have to read it in again from the SEGY file and overwrite the

    Inline/Xline information

    Ive set the ori in to 100 0 with a

    spacing of 10 m and with the wells

    oriented along the Y-axis

    EXTENDED ELASTIC IMPEDANCEEXTENDED ELASTIC IMPEDANCE

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    Next, Ill use the

    concatenation process to

    repeat the inline 181

    s from 91 to +90

    EXTENDED ELASTIC IMPEDANCEEXTENDED ELASTIC IMPEDANCE

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    remap e we s o e rs n ne a = -

    EXTENDED ELASTIC IMPEDANCEEXTENDED ELASTIC IMPEDANCE

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    -. .

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    ACKNOWLEDGEMENTSACKNOWLEDGEMENTS

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    Thanks to

    Dan Hampson (HRS) for suggesting cross-correlating the log reflectivities.

    Richard Kruger (BP, Calgary) for suggesting creating the scaled reflectivity

    volume and cross-correlating with the logs.

    Brian Russell (HRS) and John Logel (Anadarko, Calgary) for their comments

    .