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<article xmlns:xlink="http://www.w3.org/1999/xlink">
  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>DIFFERENT APPROACHES FOR ELASTIC IMAGING USING MULTIPROCESSOR COMPUTING SYSTEMS*</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Golubev V.I.</string-name>
          <email>w.golubev@mail.ru</email>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Favorskaya A.V.</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Moscow Institute of Physics and Technology</institution>
          ,
          <addr-line>9 Institytsky Pereylok st., Dolgoprudny, Moscow Region, 141700 Russian Federation</addr-line>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>Scientific Research Institute for System Studies of the Russian Academy of Sciences</institution>
          ,
          <addr-line>36(1) Nahimovskij av., Moscow, 117218 Russian Federation</addr-line>
        </aff>
      </contrib-group>
      <pub-date>
        <year>2018</year>
      </pub-date>
      <fpage>302</fpage>
      <lpage>306</lpage>
      <abstract>
        <p>One of the important problems of the seismic survey process is the seismic migration. The result provides enough information for the delineation of oil and gas deposits. In this article two independent approaches for solving the migration problem in elastic media are discussed. Main formulas for the Born approximation are provided and advantages of this algorithm are represented. Limitations of the used background model were overcome with the full-wave elastic migration approach. It uses the gridcharacteristic method on structured meshes of high-orders. The possibility of the single geological crack identification was tested. A wide range of crack plane orientations was covered.</p>
      </abstract>
      <kwd-group>
        <kwd>seismic imaging</kwd>
        <kwd>numerical simulation</kwd>
        <kwd>Born approximation</kwd>
        <kwd>grid-characteristic method</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1. Introduction</title>
      <p>
        One of the first paper about the seismic migration was published in 1954 [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ]. Later on, Dr.
Claerbout postulated the finite-difference algorithm for solving the migration problem as a scalar wave
equation [
        <xref ref-type="bibr" rid="ref2">2</xref>
        ]. Numerous different algorithms were constructed by now: Kirchhoff integral method [
        <xref ref-type="bibr" rid="ref3">3</xref>
        ],
the frequency wavenumber migration algorithm [
        <xref ref-type="bibr" rid="ref4">4</xref>
        ], the Born approximation [
        <xref ref-type="bibr" rid="ref5">5</xref>
        ], the Reverse Time
Migration [
        <xref ref-type="bibr" rid="ref6">6</xref>
        ]. All of these methods were suffered from the limitations imposed on the background
model. A ray-Born method was proposed in [
        <xref ref-type="bibr" rid="ref7">7</xref>
        ] to take into account a non-uniform background
medium. In most cases authors used the simple acoustic approximation to describe the behavior of the
geological medium.
      </p>
      <p>
        In the paper [
        <xref ref-type="bibr" rid="ref8 ref9">8, 9</xref>
        ] the Born method and the corresponding migration algorithms were
extended to the elastic wavefields as well. Further, the adjoint operator approach [
        <xref ref-type="bibr" rid="ref10">10</xref>
        ] and the grid
characteristic method [
        <xref ref-type="bibr" rid="ref11">11</xref>
        ] was successfully applied to the elastic migration problem [
        <xref ref-type="bibr" rid="ref12">12</xref>
        ].
      </p>
      <p>In this work we initially presented the main formulas of the elastic Born migration algorithm
and carried out numerical experiments to highlight advantages of it. Further, we applied the full-wave
grid-characteristic migration algorithm to estimate the possibility of the single geological crack
identification on the migration image.</p>
    </sec>
    <sec id="sec-2">
      <title>2. Elastic migration with Born approximation</title>
      <p>The Lame equation for the elastic medium can be written in the operator form as

−
 22 = − 1  e,  =   2∇∇ ⋅ −  2∇ × ∇ ×,</p>
      <p>where   ,   are the pressure and shear wave velocities;  is a mass density of the medium;  e
is a strength of the external force per unit volume applied to the elastic body;  is a displacement field.</p>
      <p>For the case of the constant background model the integral relationship between the field in
the volume and displacements on the day surface is written as
neglect the scattered field with respect to the background field in the volume  and transform the
where   is the Green’s tensor for the homogeneous space. In the Born approximation we
  ( ′,  ′) = ∫ ∫−∞</p>
      <p>+∞{Δ ( )[  ( ,  ) +   ( ,  )]} ⋅   ( ′,  ′| ,  )  ,
equation as</p>
      <p>According to the adjoint operator approach for the inverse problem solution we obtain
 
 , ( ′,  ′) = ∑ ∫ ∫−∞
+∞</p>
      <p>2( ) 2  ( ,  ) ⋅   ( ′,  ′| ,  )  .</p>
      <p>+∞
2
   ,</p>
      <p>( ) = ∫ ∫ ∫−∞ { 2  ( ,  )} ⋅   ( ′,  ′| ,  ) ⋅  ( ′,  ′)  ′ . (4)</p>
      <p>To demonstrate the advantage of the elastic approach over the acoustic approach we used the
simple 2D one layered</p>
      <p>model with the homogeneous spherical inclusion. Parameters of the
background model were set as   = 2500  / ,   = 1250  / ,  = 2500 
10 km x 2.5 km. The contrast of the spherical inclusion was only 1 to stay in the Born
approximation. Zero-offset seismograms with the 25 Hz peak frequency were used. For comparison
we limited the measurements with only the vertical component of displacements for all cases. We
parallelized the computational algorithm with the OpenMP standard and ran all calculations on the
12/ 3 in the rectangle
30 cores system with the shared memory.
(1)
(2)
(3)</p>
    </sec>
    <sec id="sec-3">
      <title>3. Full-wave elastic migration</title>
      <p>In general, the dynamic behavior of the geological medium can be precisely described with the
elastic medium approach. It consists of the movement equation and the rheological relationship
between the stress tensor and the strain tensor. They form the hyperbolic system of equations in partial
derivatives:



   =
  

   = λδ δ
+</p>
      <p>+</p>
      <p>,  =  ,  , 
   + μ(δ δ
 + δ δ
)
   ,

here  – the stress tensor,  – the strain tensor,   – the component of the velocity vector.</p>
      <p>
        The solution of this system can be found numerically with different methods: the partial
derivatives approximation [
        <xref ref-type="bibr" rid="ref13">13</xref>
        ], the continuous or discontinuous Galerkin method [
        <xref ref-type="bibr" rid="ref14">14</xref>
        ], the
gridcharacteristic method [
        <xref ref-type="bibr" rid="ref11">11</xref>
        ]. In this paper we used the last one which was successfully applied
previously in many direct seismic problems [
        <xref ref-type="bibr" rid="ref15 ref16 ref17">15-17</xref>
        ].
      </p>
      <p>The migration (inverse) problem</p>
      <p>
        may be written as a problem of the residual functional
minimization [
        <xref ref-type="bibr" rid="ref10">10</xref>
        ]. It was formulated mathematically as
 ( ) =
      </p>
      <p>12 ∑ ∫‖ (  ,  ;  ) −  (  ,  )‖2 ,
here   – receiver positions,  – synthetic data,  – field data.</p>
      <p>With this approach the sequence algorithm for solving the general migration problem in an
arbitrary elastic medium can be proposed as
  =   +   +   ,
  ( ) =  ( )∫ †( , − ) ( ,  ) ,
  ( ) = −2 ( )∫ †( , − ):  ( ,  )  ,
  ( ) = − ( )∫[ ⋅  †( , − )][ ⋅  ( ,  )]  ,
 = ∇ +(∇ )
2</p>
      <p>3
− ∇⋅  ,  †:  = ∑ , 

†</p>
      <p>,
 †( ,  ) = ∑ [ (  , − ) −  ( , − )] ( −   ),
(5)
(6)
(7)
(8)
(9)
(10)
(11)
(12)
(13)
here  and  - displacement and velocity vectors and the sign † means the complex
conjugation operation.</p>
      <p>This algorithm was used in this work to estimate the possibility of the single geological crack
identification on the elastic migration image. The homogeneous medium 8 km x 3 km with   =
4000  / ,   = 2300  / ,  = 2500  / 3 was used. The fluid-filled crack with the 200 m length
was submerged on the 2000 m depth. The set of numerical experiments was carried out with the
different orientation of the crack. The angle from the horizontal line was varied in wide range from
10 to 80. On the Figure 2 two migration images are presented.
The analysis of the results of numerical simulations indicates that the visibility degree of the
fracture plane is higher for sub-horizontal cracks and is lower for sub-vertical cracks. Also, all images
have spherical artefacts and their amplitudes decrease with the increase of the angle of the crack.</p>
    </sec>
    <sec id="sec-4">
      <title>4. Conclusion</title>
      <p>In this work two different approaches for creating seismic images were considered. As the
base of them the system of the linear elasticity was used. For constant background model the formulas
for Born approximation were written. Advantages of the described algorithm over the acoustic
approximation were shown. To overcome restrictions imposed on the background model the full-wave
approach may be applied. We estimated the possibility of the identification of single geological crack
inside the homogeneous space. The visibility degree of the fracture plane is higher for sub-horizontal
cracks and is lower for sub-vertical cracks. The further direction of the research may be the attempt to
remove obtained artefacts from migration images.</p>
    </sec>
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      </ref>
    </ref-list>
  </back>
</article>