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Chapter 7

Migration

Introduction

  • The goal of migration is to make the stacked section as close to the geologic cross section as possible. Migration is also called seismic imaging.
  • Migrating a stacked section is called poststack migration, while migrating the pre-stacked data is called prestack migration.
  • On a stacked section, sources and receivers are coincident.
  • A reflector is assumed to be directly below its associated receiver on the stacked section.
  • This is true for horizontal reflectors; however, dipping reflectors reflect energy at non-vertical direction. Therefore, the above assumption is not true and should be corrected.
  • In general, a reflection can come from any point on a semicircle whose center is the receiver and radius equal to the traveltime (or depth) to the reflection.
  • Migration in this case is done by spreading the energy at every point over such a semicircle. Constructive interference of these semicircles will produce the migrated section.
  • Alternatively, we can think of every point in the subsurface as a point scatterer that produces a diffraction hyperbola whose apex is at the position of the scatterer. Constructive interference of these hyperbolae produces the unmigrated section.
  • Migration in this case is done by summing the energy over every possible hyperbola and collapsing it at its apex. The result of this process is the migrated section.
  • Migration moves dipping reflectors to their true subsurface positions and collapses diffractions to their apexes. Therefore, it enhances the horizontal (spatial) resolution.

Time migration versus depth migration

  • Diffractions are hyperbolic only if there are no lateral heterogeneities because they can distort the shape of diffractions.
  • Time migration assumes hyperbolic diffractions and collapses them to their apexes.
  • Depth migration assumes a known velocity model and estimates the correct shape of diffractions by ray tracing or wavefront modeling.
  • Time migration produces a migrated time section while depth migration produces a migrated depth section.
  • Evidently, using time migration followed by time-to-depth conversion does not produce a depth-migrated section.
  • Time migration is valid only when lateral velocity variations are mild to moderate. When this assumption fails, we use depth migration.
  • Migrated sections are commonly displayed in time rather than depth for the following reasons:
  • To avoid errors introduced by inaccurate time-to-depth conversion.
  • To facilitate the comparison of migrated sections with unmigrated sections, which are usually displayed in time.

Prestack migration

  • Prestack migration takes into account the location of the source and receiver for each trace when determining the reflector position.
  • Before stack, a reflection can come from any point on an ellipse whose foci are the source and receiver.
  • Prestack migration is done by spreading the energy at every point over an ellipse. Constructive interference of these ellipses will produce the migrated section.

2-D migration versus 3-D migration

  • In 2-D migration, we migrate the data once along the profile. This might generate misties on intersecting profiles.
  • In addition, 2-D migration is prone to sideswipe effects. Sideswipes are reflections from out of the plane of the profile.
  • In 3-D migration, we first migrate the data in the inline direction then take that migrated data and migrate it again in the crossline direction. This is the two-pass 3-D migration.
  • One-pass 3-D migration can also be done using a downward continuation approach.
  • Therefore, considering 2-D versus 3-D, prestack versus poststack, and time versus depth, we can have the following types of migrations (ordered from fastest but least accurate to slowest but best accurate):
  • 2-D poststack time migration.
  • 2-D poststack depth migration.
  • 2-D prestack time migration.
  • 2-D prestack depth migration.
  • 3-D poststack time migration.
  • 3-D poststack depth migration.
  • 3-D prestack time migration.
  • 3-D prestack depth migration.

Geometrical aspects of migration

  • Before migration, synclines look like bowties because of the interference among diffraction hyperbolae. These bowties are untied into synclines after migration.
  • Graphically, a linear reflector can be migrated by drawing two semicircles from two points on the reflector. The tangent to these semicircles is the migrated position.
  • When a dipping reflector is migrated, it is moved updip, steepened, and shortened.
  • The amount of horizontal displacement (dx), vertical displacement (dt) and dip (/x) introduced by the migration are given by the following relations:

, (8.1)

, (8.2)

, (8.3)

where v: medium velocity,t: TWTT, and t/x: dip onunmigrated section.

  • dx, dt, and x increase with time, velocity, and dip of reflector on the unmigrated section.
  • Another important relation is the migrator’s equation given by:

sin = tan, (8.4)

where  is dip angle on unmigrated section and  is dip angle on migrated section.

  • Migration of noise usually produces “migration smiles” due to the non-interference of the semicircles.

Migration algorithms

  • The main migration algorithms are:
  • Kirchhoff migration.
  • F-K (Stolt) migration.
  • Finite-difference (downward continuation, phase-shift) migration.

Kirchhoff migration

  • This method employs Huygen’s principle, which states that every point on the wavefront can be regarded as a secondary source that generates seismic waves in the forward direction.
  • Huygen’s secondary sources are point apertures, which produce waves that depend on propagation angle; unlike point sources, which are isotropic.
  • A Huygen’s secondary source generates a diffraction hyperbola in the (x,t) plane.
  • The purpose of Kirchhoff migration is to sum up the energy produced by every Huygen’s secondary source and map it into its point of generation.

F-K migration

  • This method uses the 2-D Fourier transform to convert the input t-x section into an f-k section.
  • F denotes frequency (the Fourier transform of time) while K denotes wavenumber (the Fourier transform of space or distance).
  • While in the f-k domain, the data is migrated using a simple algorithm.
  • The inverse 2-D Fourier transform provides the migrated (x,) section.

Finite-difference migration

  • This method works on a conceptual volume of information (x,z,t) rather than two time (x,t) and depth (x,z) planes.
  • The method can be summarized in the following steps:
  • Input the top surface seismic section (x,z=0,t).
  • Compute the entire volume (x,z,t) using a finite-difference extrapolation approach.
  • Extract the structure (x,z,t=0).