Wave-Equation Migration

Prestack 3-D data are routinely imaged by integrating the data over surfaces that are determined by the Green functions between the source/receiver locations at the surface and the image point at depth. These methods, which are commonly referred as Kirchhoff migrations (see Chapter 2 in 3-D Seismic Imaging ), are computationally efficient but have limitations when imaging structures buried under complex overburden. In these cases, the complexity of the velocity model causes multipathing in the propagating wavefields, and the integration surfaces are multivalued. The numerical estimation of these multivalued surfaces and the numerical integration of the data over them can be cumbersome and prone to errors.

Wave propagation through salt
Wave propagation through a salt body
Wavefield measured at the surface
Wavefield measured at the surface

The images on the left illustrate one of these situations. The color scale represents the velocity model for a typical salt body in the Gulf of Mexico. The contrast between the salt-body velocity (4.5 km/s and represented by red in the image), and the velocity of the surrounding sediments (from about 2 km/s to about 3.5 km/s) is large. Consequently, the wavefield generated by a source placed at the bottom of the salt body is severely distorted, and when it reaches the surface several of its branches carry significant seismic energy. The gray-scale image shows the wavefield recorded at the surface, and can be interpreted as the graphical representation of the Green functions between the image point at depth and every point at the surface. Clearly, the Green functions are multivalued, with several branches having significant amplitudes and phase distortion. To focus the data effectively an imaging method must take properly into account this complexity in the wave-propagation phenomena.

Wave-equation Migration (Paffenholz, SEG 2001)
Wave-equation migration
Kirchhoff Migration (Paffenholz, SEG 2001)
Kirchhoff migration

When the complexity of the velocity model makes Kirchhoff methods ineffective, wavefield-continuation migration methods, also known as wave-equation migration methods, are a valuable alternative to Kirchhoff methods (see Chapter 4 in 3-D Seismic Imaging ). They naturally handle multipathing of the reflected energy because the solution of the wave-equation is not computed as a finite set of high-frequency arrivals but the whole wavefield is propagated at each step of the wavefield-continuation process. The images on the right compare the image obtained by a Kirchhoff migration applied to the synthetic data set modeled over the salt body shown above with the image obtained by a wave-equation migration method from the same data (Paffenholz, 2001).

Wave-equation migration has many challenges. A crucial one is the computational cost, in particular for 3-D prestack imaging. A well-known method to reduce computationally cost is to downward-continue the data in depth solving the one-way wave-equation instead of propagating them in time solving the full two-ways wave equation. Chapter 5 in 3-D Seismic Imaging provides an overview of the numerous downward-continuation methods that have been developed since Jon Claerbout first introduced downward-continuation migration in the early 70s. For 3-D marine surveys further efficiency can be gained by exploiting the narrow azimuthal range of data recorded by marine vessels using common-azimuth migration or plane wave-migration (see Chapter 7 in 3-D Seismic Imaging ). Therefore, in several important situations prestack wave-equation migration has proven to be computationally competitive with Kirchhoff migration and yield better images.

Overturned ray paths going through salt
Overturned rays going through salt
The main limitation of downward-continuation methods is that they are intrinsically unable to handle events that propagate along both directions of the extrapolation axis (i.e. depth), such as overturned events. This limitation may hamper the imaging of overhanging structures, such as salt flanks, that are illuminated by overturned reflections. The image on the left shows a velocity slice taken from real data set in West Africa. The raypaths superimposed onto the velocity field show that the flank of the salt body on the right is illuminated by overturned events that propagate through the salt body on the left. The imaging of these events would likely benefit from the use of a wave-equation algorithm, but these events cannot be imaged by a simple downward-continuation migration. These events could be imaged by using reverse time migration ( Biondi and Shan, 2002 ), but reverse-time migration is more expensive than downward continuation by at least one order of magnitude, it has problem with artifacts related to reflections at sharp discontinuities of the migration velocity model, and, finally, to image data in anisotropic media it requires the solution of the full-elastic wave equation instead of the much less computational intensive solution of the acoustic wave equation.

Shan and Biondi (2004) are developing a promising method to address all these problems. To assure that all reflections are correctly imaged, independently from the dip and orientation of the reflectors, the data are first preprocessed to synthesize shot gather recorded by plane-wave sources instead of point sources. Each plane-wave gather is then migrated using a coordinate system tilted in the same direction as the propagation direction of the source plane wave. The sketch below illustrates how this method can image overturned events using the efficient and flexible one-way solution of the scalar wave equation.
The two images below compare the result of plane-wave migration in tilted coordinates with the result of plane-wave migration by simple downward-continuation of a synthetic data set containing overturned reflections from an overhanging salt flank. Notice that the sedimentary layer between the first and second interfaces was assumed to be anisotropic, and thus an anisotropic one-way extrapolator was used in both cases. However, simple downward continuation could not image the overhanging part of the salt flank, that was on the contrary perfectly imaged by the tilted-coordinates migration method.

Plane-wave migration in tilted coordinates
Plane-wave migration in tilted coordinates
Anisotropic downward-continuation migration
Anisotropic downward-continuation migration
Anisotropic tilted-coordinate migration
Anisotropic tilted-coordinate migration