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EAGE Workshop on Broadband Marine Seismic Data
- Conference date: May 11-13, 2015
- Location: Kuala Lumpur, Malaysia
- Published: 11 May 2015
1 - 20 of 25 results
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FWI and Q-Tomography on broadband processed data - SE Asia case study
Authors G. Menzel-Jones, R. Petton, I. Anstey, P. Vasilyev, N.A. Mat Don Ya and M.M. HorSummaryImaging below shallow gas bodies is one geophysical challenge encountered in offshore Southeast Asia basins. There are two key components in addressing this challenge: 1) the derivation of an accurate, highresolution, geologically consistent velocity model and 2) compensating for the loss in signal strength and frequency bandwidth due to absorption of the signal as it propagates through the gas bodies.
In this study, we present the application of FWI and Q tomography to a shallow-water, shallow-gas dataset from offshore Southeast Asia. We demonstrate the successful ability of FWI and Q tomography to resolve the low P-wave velocities and high attenuation of shallow gas bodies and subsequently compensate for the complex kinematics and absorption during depth migration.
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Broadband Seismic Processing enhances illumination of deeper targets on shallow-waters off India
Authors R. Fainstein, L. Bubeqi, S. Mathur, S. Dutta, M. Lennane, D. Bakshi, N.J. Whiteley, S. Chacko, Y. Xiao, Y. Guo, P. Lim, S. Chauhan, P. Lam and J. SunSummaryIn a shallow water block in the vicinity of the Krishna River, east coast off India, new geophysics data from a 2013/2014 3D survey long offset data was broadband processed pre-stack time and depth. Broadband increased the lower and higher frequency amplitude spectra providing for high precision seismic resolution to several of the deep seated features of pre-rift and syn-rift that were essentially invisible (or not properly imaged) with vintage seismic.
The Ghost Wavefield Elimination (GWE) with Frequency-P (Slowness) domain bootstrap pre-mig deghosting method was employed for this data. The extra low frequency from de-ghosting successfully imaged the deeper targets, such as steep flanks around 2s to 4s.
With the clearer images, the velocity analysis and modeling were much reliable. Comprehensive demultiples flow was applied for this data too: SWD + SRME + Tau-P decon, to address the severe multiples issue due to shallow water bottom. The enhanced low frequency spectra are also paramount for the improved depth migration derived from velocity models.
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Adaptive de-ghosting by kurtosis maximisation
Authors S. Grion, R. Telling and J. BarnesSummaryWe discuss the reasons for adaptive de-ghosting and its advantages. The success of broadband processing relies on de-ghosting accuracy, and because the parameters of the physical process determining the ghost reflection are not precisely known, de-ghosting cannot be purely deterministic. The physical entities determining the receiver ghost are the sea surface, the receiver depth and the water velocity. For de-ghosting purposes these can be represented by an effective ghost delay-time and sea surface reflection coefficient.
The de-ghosting optimisation metric we employ is based on the kurtosis of the data-autocorrelation. Kurtosis is a statistical measure often used to associate a measure of “peakedness” to a random variable. A synthetic example characterizes the main features of the adaptive procedure proposed, which can be sequenced in two steps. The optimisation of the ghost delay-time is robust to errors in the reflection coefficient and to noise, and therefore can be performed even in the presence of reflection coefficient errors. Therefore, it should be performed first. The reflection coefficient estimate is more sensitive to noise and requires the delay-time to be optimized in advance, and can therefore be carried out as a second step. A real data example demonstrates the applicability of the proposed method.
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Quantitative inversion improvements from 3D broadband seismic
By P. BouloudasSummaryA comprehensive repeat QI study over the area of Coniston, Novara and Van Gogh Fields comprising simultaneous inversion and lithology/fluid prediction was applied to 3D broadband seismic data acquired using dual-sensor deep-tow streamer technology in Carnarvon Basin, offshore Western Australia. This paper will compare and contrast improvements sourced from broadband seismic imaging and inversion as well as lithology and fluid predictions compared to a legacy QI study of convention seismic 3D data performed in 2011.
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Frequency Decomposition of Broadband Seismic Data: Challenges and Solutions
Authors P. Szafian, J. Lowell, A. Eckersley and T. KristensenSummaryAn improved, matching pursuit based high definition frequency decomposition method has been introduced to meet the challanges of broad bandwidth seismic data. It is largely sensitive to the finely separated thin events, yet it also has an enhanced frequency resolution and lateral consistency.
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Broadband data aided velocity model building and imaging
Authors D. Vigh, N. Moldoveanu, J. Kapoor, K. Jiao and G. Menzel-JonesSummaryDuring the past decade, marine seismic acquisition evolved from narrow-azimuth (NAZ) to wide-azimuth (WAZ) geometries toward the latest offering of long-offset full-azimuth (FAZ) surveys. This advance in acquisition design is mainly driven by the demands of improved illumination in complex areas such as Gulf of Mexico (GOM) subsalt environments. Despite these acquisition and processing improvements, marine data still suffers from the ghost effect of free-surface reflections and resulting in constructive and destructive interference between the up- and down-going wavefields. If uncorrected, the ghost significantly reduces the bandwidth and distorts the phase of the recorded data and prevents us from producing a broadband image. Fortunately, the ghost effect is straightforward to simulate and, therefore, to correct, either prior to or during two-way wave equation inversion and imaging. Optimal use of this improved data, two-way wave equation algorithms such as reverse time migration (RTM) and full waveform inversion (FWI) are required. Their high-fidelity nature enables them to honor complex velocity fields with the accuracy required, particularly for migrating long-offset data, and as a result, for producing satisfactory model refinements and images when other methods fail. Finally, even with the best acquisition and imaging algorithms, RTM images can be further improved by post-imaging enhancements using vector image partitions (VIPs).
We demonstrate an efficient workflow to maximize the power of broadband acquisition by applying velocity model building with FWI, imaging with RTM compensation for ghost effects in both steps, and outputting partial images for further optimization.
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Deepwater Turbidite Reservoir Delineation utilizing Quantitative Seismic Characteristics in Multi-Azimuth and Broadband Survey, Offshore Malaysia
By I. TakahashiSummaryWe acquired 3D multi-azimuth and dual-sensor broadband seismic data in such an area to achieve step-change quality in seismic images and subsequent exploration risk mitigation.
Legacy 3D data contained limited seismic bandwidth and poor seismic illumination insufficient to image the steeply dipping structures, and dual-sensor broadband technique and multi-azimuth shooting along three oblique orientations were thereby employed to boost the seismic description, based on illumination analysis. Among several options, the dual-sensor method was essential to acquire broadband pre-stack data preserving AV O characteristics.
Crisp resolution images from broadband data processing, including Kirchhoff PrSDM and MAZ stack, clearly visualized geological details of the deepwater deposits and folding structure, including channelized turbidite fans, chaotic Mass Transport Complex (MTC) packages, erosional unconformity at the structural crest, and imbricated thrust sheets. These seismic geomorphological patterns recognition, along with regional well data, led to turbidite sands fairway delineation.
Besides, in line with high porosity and rather compliant elastic rock properties in offset wells, rock physics modelling indicated seismic AVO attribute dependence on reservoir fluid. Seismic AVO anomalies extracted on the structural traps were hence utilized to mature prospects.
High definition 3D seismic data from new multi-azimuth and dual-sensor broadband technique delivered crucial inputs to exploration risk mitigation and prospect maturation, by revealing structural and sedimentary details and enabling advanced seismic analyses, in deepwater fold and thrust belts.
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A client’s perspective of recent learnings and improvements from a 3D survey using highly sampled 3C marine streamers
Authors K.J. Kolb, M.J. Parry, A.P. Shatilo, E. Neumann, J. Perdomo, Z. Kriseman and A. ImamshahSummaryA multimeasurement streamer system was used to acquire data for generating a volume with improved resolution and signal-to-noise ratio (SNR) relative to legacy data. The initial data preconditioning flow did not result in the desired uplift in SNR in the 3D/3C receiver-deghosted, wavefield reconstructed product. We illustrate different and new types of noise observed and discuss the mitigation approach and implications for both on-board and shore-based data conditioning. We demonstrate the significant uplift observed in the 3D/3C deghosted and wavefield reconstructed product resulting from extensive testing and additional data preconditioning steps.
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Is depth-variable streamer data AVO friendly? A study using both synthetic and real data
Authors Hao Zhang, D. Goh, R. Hanumantha and J. ZhouSummaryVariable-depth streamer acquisition has become a popular solution for marine seismic acquisition to obtain broad bandwidth data: the curved cable profile produces notch diversity that minimizes residual ghost and the deep towing segment provides high S/N at low frequencies. However, there have been discussions in the industry regarding the fidelity of AV O response from variable-depth streamer data due to the obvious changes in frequency and wavelet with offset. To answer this question, we need to focus on these key questions: can we remove the ghost successfully? Can we compensate the earth absorption effect to balance the spectrum from near to far offset?
Based on the de-ghosting algorithm that is termed Ghost Wavefield Elimination (GWE) which inversion in the tau-p domain ( Wang et al. 2013 , Poole 2013), we analyse the influence of GWE on the AV O response by using 2D synthetic datasets which were modelled by visco-elastic wave equation (Kjstansson, 1979) with two streamer towing configurations - conventional flat tow (8m) and depth-variable way (7~50m). GWE was applied on both datasets and the results show that it is very effective in attenuating the ghost energy. Furthermore, the AV O responses obtained in GWE results are almost identical. However, both AV O curves still decay rapidly in far offsets. To compensate this, pre-stack depth migration that incorporates the synthetic Q model (Q-PSDM) was applied. The resulting AV O curves then match well with the Aki Richards synthetic.
Our approach was then applied on a recent BroadSeis survey offshore Vietnam with source/receiver de-ghosting, shallow water de-multiple, advanced depth imaging and proper Q compensation. The high resolution common image gathers (CIGs) were then compared with the well synthetic gathers: AVO trends were picked along the top of sand layers and a good match was found within a frequency band of 5–60 Hz.
To summarise, we have demonstrated through both synthetic and real data examples that AV O fidelity is preserved for depth-variable streamer data with GWE pre-migration de-ghosting technology and ray path honouring pre-stack absorption compensation through Q-PSDM.
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Full Broadband Processing Including Total Q Compensation
More LessSummaryWe present a broadband processing workflow that is purely data driven and applicable to conventional towed and variable depth towed marine streamer data. Three important ingredients of our workflow are highlighted: (1) deghosting; (2) Q-Tomography; (3) prestack depth Q migration (Q-PSDM). For the first component, 3D deghosting method that can handle the spatial aliasing issue in the crossline direction is applied. For Q-Tomography, two schemes are employed to address background and anomalous Q effects separately. Background Q estimation involves adaptively extracting dissipation time information from the change of spectral features of the seismic data; whereas, anomalous Q estimation makes use of the amplitude ratio between affected and unaffected areas for tomographic inversion to obtain the Q field due to gas. For Q-PSDM, the estimated Q fields are used in the migration process to compensate for the frequency dependent dissipation effects. We apply our workflow on a field data example with a unique geological complexity that has been affecting the exploration and production activities in the region for the past few decades, and demonstrate its capability of attenuating the ghost and recovering the loss in frequency bandwidth caused by attenuation due to the subsurface.
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The impact of merging frequency on the seismic inversion result: A case study from Sabah broadband data
Authors G.C. Tay and T. KurniawanSummaryThis paper summaries a testing result of various merging low frequency cutoff during the seismic inversion parameterisation process, subsequently to show the value of the extended low frequency from broadband seismic data towards seismic reservoir characterisation. Seismic inversion with 4Hz merge produced better image and reliable result. The broadband data has successfully added low frequency component and reduced the uncertainty on a complex geology.
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Broadband Seismic Imaging, a Case Study Offshore Malaysia
Authors W.K. Chia, A.R. Sharmizi, Y. Guo, Y. Li and N. LiSummaryWe share the experiences in processing broadband seismic data acquired using variable-depth streamers, offshore Malaysia. The 6000km2 survey is in a shallow water area (depth from 30 to 75m). Gas pinnacles at water bottom further limiting the maximum towable cable depth.
Four different cable profiles were used during acquisition. Despite of this, almost identical broadband spectra were achieved after deghosting. Redatum inside deghosting algorithm produced seamless data volumes for subsequent processing. Shallow water demultiple is still effective. Moreover, a sequence of cable deghosting before demultiple gives optimum result, because deghosting broadens spectra and helps to model and remove low-frequency multiples better.
The final PSTM stack shows high resolution and fidelity, with great details and easy-identified geological features. The reflectors are side-lobe free, maintaining usable frequency from 3 to 100Hz. Top of basement and intra-basement fractures are also well imaged.
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Broadband seismic imaging and analysis of offshore thrust belt for frontier exploration
Authors M. Fujimoto and A. FatwaSummaryThe case study was carried out in the Babar Selaru PSC block in East Indonesia in 2014. The block is located in southern Outer Banda Arc which was developed by the Neogene collision between the Sunda and Australia plates. The southern Outer Banda Arc is characterized by complex structural elements consisting of a series of Paleozoic and Mesozoic basins on the Australian Continental Plate and the Neogene Banda Arc thrust belt.
3D broadband seismic data and appropriate PrSDM imaging technique provided us significant improvements in seismic imaging for both thrust complex and sub-thrust structures. Broadband 3D seismic imaging contributed better recovery of seismic energy from deep sections where conventional seismic imaging could not reveal any reflections. Pre-migration deghosting technology provided us the stable phase of wavelets and desired broadband frequency spectrum in the seismic image. The velocity model constructed from the combination of Kirchhoff PrSDM and Controlled Beam Migration provided better resolution and continuity of seismic images under thrust complexes by overcoming the poor illumination issue.
The seismic image with broadband frequency contributed to evaluating fluid effect in shallow section, reducing depth structure uncertainty in poor illumination area and interpreting lateral lithological change in deep reservoir section.
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Broadband and QI – a match made in heaven
Authors M.G. Lamont and T.A. ThompsonSummaryThe advantages of broadband input data for reservoir characterisation will be discussed using relevant data examples. Both qualitative and quantitative interpretation will be included. The benefits with respect to LFM building and absolute simultaneous inversion will be looked at in some detail, including the flow on effects with respect to fluid and lithology prediction.
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Demonstrating the Benefits of Dual-Sensor GeoStreamer(R) Broadband on the Characterization of the Caswell Sub-basin
By D RajeswaranSummaryThe objective of this paper is to illustrate both the qualitative and quantitative impact of interpreting dualsensor towed streamer seismic from the perspective of the reservoir geoscientist by focusing on a new 9224 km2 3D survey over the Caswell Sub-basin in the Northwest Shelf of Australia.
This case study investigates the broad bandwidth seismic improvements for structural and stratigraphic interpretation, including prospect delineation at the Mesozoic level. It will also highlight the AVO fidelity for future AVO and pre-stack simultaneous seismic inversion work. Furthermore, deeper Triassic plays have been clearly imaged for the first time in the survey area and reservoir property estimation is demonstrably improved due to the contribution of enhanced low frequency amplitude and phase stability across the offset/angles.
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Redefining broadband - effective spatial resolution
Authors M. Francis, C. Cunnell, S. Hydal, M. Tham and M. BaylySummaryThe positive impact of broadband acquisition and processing methods on the interpretation of seismic volumes has been well documented in recent years. While most gains have been achieved by extending low-frequency content, potential pitfalls exist for interpreters at both ends of the frequency spectrum, and care must be taken to understand the effective bandwidth of data. In addition, the handling of spatial frequencies (or wavenumbers) is as important as considerations for temporal aliasing. A complex earth creates a complex seismic wavefield in all directions, and so demands a revised definition of broadband with an emphasis on spatial resolution. We contend that the time has come to adopt the concept of effective spatial broadband based on high-resolution interpretation independent of orientation, and move towards the next level in geological understanding from our seismic volumes.
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Added value of acquired broadband seismic for interpretation and quantitative interpretation: case studies review
More LessSummaryThe main objective of this paper is to evaluate and demonstrate the ability of acquired pre-stack broadband seismic (towed dual-sensor streamer) to: reduce the uncertainty on the structural interpretation for prospect and lead identification and also to estimate reservoir properties directly from broadband seismic without using well information for calibration.
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Application of ghost removal for broadband processing on various marine recording configurations
More LessSummaryOne of the main limiting factors for exploration in marine environment is the ghost reflections. Regardless of the “designed” source signature, the presence of air/water contact introduces “ghost” reflections, which attenuate certain frequencies and distort the designed source signature. Ghost reflections exhibit themselves as notches in the frequency domain and are responsible for attenuating the low frequency component of the spectrum.
We demonstrate the applicability of a ghost removal method and its impact on resolution on various acquisition configurations, including over/under, slanted and traditional streamer seismic data. We will demonstrate the impact of deghosting on signal analysis and imaging steps.
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Mind the Gap – Broadband Seismic Helps To Fill the Low Frequency Deficiency
Authors E. Zabihi Naeini, N. Huntbatch, A. Kielius, B. Hannam and G. WilliamsSummaryThe volumes of broadband seismic data acquired and processed by the industry have grown rapidly. The spectral content of this new quality seismic is demonstrably superior to conventional seismic, both at the low and high frequency end of the spectrum. However, broadband seismic data will only deliver its full reservoir value if a quantitative interpretation is possible. Inversion to the impedance domain, assuming one has a good well-tie, is one of the main steps in quantitative interpretation.
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Deep Water Survey Design Issues
By R. HardySummaryIn this study we address several practical deep water survey design issues that have arisen as a result of the availability of broadband acquisition techniques. The plethora of different available methods makes it difficult to word and evaluate tender documents from both a technical and commercial standpoint. Conventional acquisition is adapting because service providers are pushing for deeper cables and sources together with a processing based recovery of frequencies within the ghost notch. Several survey design criteria are presented in order to optimise source and streamer depth selection in a broadband world.
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