Apparent Wavelength
Apparent wavelength is the distance between successive crests (or zero-crossings of like polarity) of a wave as measured along a receiver line or recording array when the wavefront arrives at an oblique angle to the line rather than perpendicular to it. Because the array samples the spatial trace of the wavefront projected onto the line direction rather than the true perpendicular separation between successive wavefronts, the apparent wavelength is always greater than or equal to the true wavelength, approaching infinity as the wave arrives nearly parallel to the receiver array and equaling the true wavelength only when the wave arrives exactly perpendicular to the array. The governing relationship is lambda_a = lambda_T / sin(theta), where lambda_a is the apparent wavelength, lambda_T is the true wavelength, and theta is the angle between the incoming wave direction and the receiver line surface (equivalently the complement of the angle from the vertical). The concept is directly linked to apparent velocity through the relation lambda_a = V_a / f, where V_a is the apparent velocity and f is the temporal frequency of the wave; since V_a = V / sin(theta) and lambda_T = V / f, the two formulas are consistent. Apparent wavelength is central to seismic acquisition design because the Nyquist spatial sampling criterion requires that the receiver spacing be no greater than half the apparent wavelength of the lowest-apparent-velocity wave of interest, and because receiver group arrays are designed to attenuate noise whose apparent wavelength falls within the array length while passing signal whose apparent wavelength substantially exceeds the array length.
Key Takeaways
- The apparent wavelength determines the maximum receiver spacing that avoids spatial aliasing of coherent seismic events: Spatial aliasing occurs when the receiver spacing dx exceeds half the apparent wavelength of the wavefield component being sampled: dx greater than lambda_a / 2. Once aliased, the component wraps to an apparent velocity on the opposite side of the wavenumber spectrum, making it indistinguishable from energy arriving from a different direction and impossible to remove by conventional f-k filtering without also damaging signal. For a reflection arriving with apparent velocity V_a = 3,000 m/s at dominant frequency f = 50 Hz, the apparent wavelength is 60 metres and the maximum receiver spacing is 30 metres. For ground roll with apparent velocity 350 m/s at 20 Hz, the apparent wavelength is 17.5 metres and the maximum spacing to avoid aliasing the noise is 8.75 metres. Since a spacing of 30 metres (needed to avoid aliasing the signal) will alias the ground roll (which requires 8.75-metre spacing), the field acquisition strategy must either use dense single-receiver spacing (8.75 metres or less) and rely on processing to separate signal from noise, or use group arrays of geophones to attenuate the aliased ground roll in the field before recording. In practice, most WCSB 3D surveys use 50-metre receiver spacings, which aliases all ground-roll components with apparent wavelengths below 100 metres; f-k filtering and other techniques handle the aliased noise in processing.
- Receiver group arrays attenuate noise by summing over a length comparable to the apparent wavelength of the noise: A linear array of n geophones at spacing d metres, summed before recording, has a spatial response (array response function) that passes waves with apparent wavelengths much longer than the array length (nd) while attenuating waves with apparent wavelengths near or shorter than the array length. The first null of the array response occurs when the apparent wavelength equals the array length: at this wavelength, the contributions from successive geophones in the array are spread exactly one wavelength apart in phase and cancel by destructive interference. For ground roll with apparent wavelength 18 metres, an 18-metre group array (e.g., 6 geophones at 3-metre spacing, summed) produces a null response, giving maximum attenuation of the noise. Signal reflections with apparent wavelengths of 60 to 200 metres are attenuated by only 5 to 15 percent, preserving most of the signal amplitude. In northeast British Columbia Montney surveys, a typical surface-array design uses 6 geophones per group at 5-metre spacing (30-metre array length) to attenuate ground roll with apparent wavelengths of 20 to 40 metres while passing Montney reflections with apparent wavelengths above 80 metres in the 35 to 80 Hz signal band.
- Apparent wavelength changes with frequency for dispersive surface waves, requiring broadband consideration in array design: Ground roll and other surface waves are dispersive: different frequencies travel at different phase velocities, so the apparent wavelength at each frequency is frequency-dependent. Low-frequency ground roll (8 to 15 Hz) typically has apparent wavelengths of 30 to 60 metres in soft near-surface conditions, while high-frequency ground roll (25 to 50 Hz) may have apparent wavelengths of only 5 to 12 metres. An array designed to null the dominant 15 Hz ground roll (apparent wavelength 45 metres) will pass the high-frequency 40 Hz ground roll (apparent wavelength 8 metres) because the array length (45 metres) is much longer than the noise apparent wavelength at 40 Hz and the response wraps through multiple aliased cycles. This is one reason that f-k filtering in the processing domain complements but does not replace field array design: the field array attenuates the dominant low-frequency ground roll whose apparent wavelength is comparable to the array length, while the f-k filter handles the residual broadband noise that the array cannot attenuate without aliasing the high-frequency signal components.
- In 3D seismic acquisition, apparent wavelength governs the maximum receiver line spacing in the cross-line direction to avoid cross-dip aliasing: A 3D seismic survey samples the wavefield on a grid of receiver locations, and spatial aliasing can occur independently in the in-line direction (along receiver lines) and in the cross-line direction (across receiver lines). Cross-line aliasing occurs when the receiver line spacing exceeds half the apparent wavelength of dipping reflectors as seen across the lines. For a reflector dipping at 15 degrees at right angles to the receiver lines, the cross-dip apparent velocity is V / sin(15) = approximately 3.9 V (where V is the P-wave velocity at the reflector depth); at 50 Hz and V = 2,000 m/s, the cross-line apparent wavelength is 3.9 times 2000 / 50 = 156 metres, requiring receiver lines spaced at most 78 metres apart to avoid aliasing the 15-degree dip at 50 Hz. In the Alberta Foothills, where structural dips of 20 to 45 degrees in the thrust sheets produce cross-line apparent wavelengths as short as 40 to 80 metres for 50 Hz energy, receiver line spacings of 20 to 40 metres are used in high-quality 3D surveys over these areas to capture the steeply dipping reflections without aliasing, significantly increasing the acquisition cost compared to 100-metre line spacings acceptable in the flat Deep Basin.
- Apparent wavelength analysis in microseismic monitoring determines the frequency content and wave type of recorded arrivals from hydraulic fracture events: Microseismic events from hydraulic fracturing operations generate both compressional (P) and shear (S) wave arrivals that travel through the formation and arrive at the monitor well or surface array with apparent wavelengths determined by their true wavelengths and the angle of approach. The true P wavelength at 200 Hz and V_P = 4,000 m/s is 20 metres; at an arrival angle of 45 degrees (for a source 400 metres horizontally from the monitor well at equivalent depth), the apparent P wavelength along a vertical monitor well array is 20 / sin(45) = 28 metres, requiring element spacing of less than 14 metres to avoid aliasing the P arrivals. The S arrival at the same frequency and arrival angle has a true wavelength of approximately 12 metres (V_S = 2,400 m/s) and apparent wavelength of 17 metres, requiring element spacing of less than 8.5 metres. Standard downhole geophone arrays for microseismic monitoring use element spacings of 10 to 15 metres, which provides adequate apparent-wavelength sampling for P arrivals but may alias S arrivals at the highest frequencies; this is generally acceptable because P arrivals are used for primary event location and S arrivals provide supplementary polarity information rather than the primary location constraint.
Apparent Wavelength in Array Design, Spatial Sampling, and Seismic Noise Suppression
The design of source and receiver arrays in land seismic acquisition is fundamentally a problem of choosing an array length that places its first response null at the apparent wavelength of the dominant noise source while leaving the apparent wavelengths of the target signal sufficiently longer than the array to pass without significant attenuation. The specification process begins with estimating the apparent wavelength of the ground roll in the survey area: a shallow refraction survey or analysis of pilot shots fired without arrays provides the phase velocity dispersion curve of the ground roll, from which the apparent wavelength at the dominant noise frequency is computed directly as lambda_a = V_phase / f_dominant. In soft, unconsolidated near-surface conditions (as in glaciolacustrine deposits of the Peace River Lowlands), the dominant ground-roll apparent wavelength at 12 to 18 Hz is 15 to 30 metres; in hard bedrock near-surface conditions (as in the Foothills west of Hinton), the ground-roll apparent wavelength at the same frequencies may be 60 to 100 metres, requiring a proportionally longer array to achieve equivalent suppression.
The interaction between spatial sampling and apparent wavelength becomes particularly important in simultaneous-source seismic acquisition (blended acquisition), where multiple source points are fired in near-simultaneous timing to reduce acquisition time and cost. In a blended acquisition design, the apparent wavelengths of the interference noise from each secondary source at the receivers of the primary source must be analysed to determine whether deblending (separation of the mixed source records in processing) will be effective. If the secondary source interference arrives with apparent wavelengths similar to the primary signal apparent wavelengths, the deblending algorithm cannot separate them coherently and the result will be residual crosstalk noise in the final image. Blended acquisition designs for Montney 3D surveys in the Dawson Creek area deliberately choose source timing delays that ensure the apparent wavelengths of the interference noise from the second source arrive in a part of the f-k spectrum that does not overlap with the primary signal, allowing effective deblending by coherence-based separation methods.
In marine seismic acquisition, the streamer geometry and the sea-surface reflection ghost produce a frequency-dependent apparent wavelength effect that influences the usable signal bandwidth. The ghost reflection from the sea surface (which has a reflection coefficient of minus 1 for an upgoing wave) arrives at the hydrophone with a time delay equal to twice the streamer depth divided by water velocity, and its apparent wavelength is determined by the vertical distance between the direct arrival and the ghost arrival. At a streamer depth of 6 metres and water velocity of 1,500 m/s, the ghost delay is 8 milliseconds, creating a ghosting notch at 1/(2 times 0.008) = 62.5 Hz in the vertical direction. For waves arriving at 20-degree angle of incidence (sin(20) = 0.34), the ghost delay is 8 times cos(20)/1 = 7.5 ms and the notch shifts to 66.7 Hz; the apparent wavelength of the ghost interference in the horizontal direction is lambda_a = 1500 / sin(20) / 62.5 = 70 metres. Controlling the depth of the streamer to manage the ghost notch frequency and apparent wavelength is a key element of marine acquisition design for broadband seismic imaging.