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The 18th International Symposium on Recent Advances in Exploration Geophysics (RAEG 2014)
- Conference date: 29 Apr 2014 - 29 Apr 2014
- Location: Yokohama, Japan
- Published: 29 April 2014
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Improvement of Methane Hydrate Detection Using Marine CSEM in the Fictitious Wave Domain
Authors K. Kusuda, H. Mikada, T. Goto and J. TakekawaMarine controlled-source electromagnetic (CSEM) survey, one of the electro-magnetic (EM) sounding methods, is considered as a technique in practice for the exploration of hydrocarbon resources including methane hydrate (MH). In the analysis of EM field acquired in CSEM survey, forward modeling is often used to evaluate sub-seafloor structure. In the forward modeling, transforming the diffusive Maxwell equation to a fictitious wave domain reduces CPU time (Mittet, 2010). In both the diffusive and fictitious wave domain, phase velocities of electromagnetic waves are a function of material properties, i.e., electric conductivity and magnetic permeability. In the fictitious wave domain, the difference in the phase velocity as a function of materials is exaggerated so that EM field could propagate through seawater with much slower apparent phase velocity compared to the other field propagating through sub-seafloor layers. However, such character of the fictitious wave domain has not been well exploited for the estimation of subsurface resistivity structure. In the present study, we examine whether the received waveforms in the fictitious wave domain could highlight MH responses better than in the diffusive domain. We conduct numerical simulations using a three-dimensional resistivity model composed of seawater and earth layers, and a thin MH zone of a rectangular shape. Our results show that the sensitivity to the MH response in the received waveform is improved in the fictitious wave domain. It is mainly due to the separation of EM waves travelling with different phase velocities through the sub-seafloor layers and seawater in the fictitious wave domain. We then tested to see if the transform from the diffusive domain (e.g., observed EM field) to the fictitious wave domain is possible or not for further utilization of the transform. As a result of the singular value decomposition method to achieve the transform, the transforming EM waves in the fictitious wave domain indicated that the sensitivity to MH becomes about twice as much than the original EM field in the diffusive domain.
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Subsurface Imaging with EM Migration of Magnetic Fields from Multiple Frequencies
Authors D. Hyodo, H. Mikada, T. Goto and J. TakekawaElectrical prospecting is a method usually attempted for groundwater exploration. However, the method requires the stability of electrical contact resistance of electrode to the surrounding earth materials. Therefore, it sometimes becomes difficult to conduct a survey in areas where the contact resistance stability could not be assured. In this study, we propose to employ the electromagnetic propagation, which could be detected without any use of electrode, and to apply the phase-shift method as in seismic data processing. We apply the method to the horizontal magnetic components with multiple frequencies in order to image subsurface resistivity structures to locate groundwater. The survey is conducted more easily and shortly, if only the magnetic sensors above the surface are enough for estimating the structures. As in the seismic migration, both upward/downward imaging and the exploding reflector concepts can be applied to the horizontal magnetic components. The synthetic data examples show that the migration method is effective for imaging the conductive anomaly. However, it is necessary to select appropriate frequency bands and to understand correct resistivity structures to some extent in order to estimate the subsurface ones. We conclude that this technique gives an approximate resistivity structures quickly and that the migration of magnetic components is expected to provide information on the subsurface. This method is also useful for geological interpretations and for an initial model of the more complicated inversion method.
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Application of Particle Method to Forward Modeling of Marine Controlled-source Electromagnetic Survey
Authors N. Imamura, T. Goto, J. Takekawa and H. MikadaWe developed a controlled-source electromagnetic (CSEM) forward modeling scheme based on a particle method to simulate electromagnetic fields. As a particle method, we used the moving particle semi-implicit (MPS) method. In MPS method, the choice of particle distribution has large arbitrariness. Since numerical accuracy and computational load depend highly on the number of particles and their distribution, the choice of particle distribution is important. We select non-staggered and staggered particle distributions to compare the numerical accuracy and computational load. As a result, the numerical accuracy of two kinds of particle distributions is almost the same as each other if the spatial interval is equivalent. Because the number of particles required in the staggered particle distribution becomes half that in the non-staggered particle distribution, we conclude that staggered particle placement is numerically effective than the non-staggered.
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Simultaneous Inversion of Self-potential for Estimating Hydraulic Parameters and Streaming Current Coefficient
Authors Y. Ozaki, H. Mikada, T. Goto and J. TakekawaIn this study, we develop a 3D inversion scheme for the transient self potential (SP) data to estimate hydraulic conductivity, streaming current coefficient and specific storage. We test our inversion scheme with the synthetic data according to the pumping test. Our inversion could reconstruct the structure of hydraulic conductivity properly. However, the resolution of the estimation image of specific storage is not as clear as the image of hydraulic conductivity. To detect the factor that decides the resolution in the estimation image of the specific storage, we check the variation of the sensitivity of specific storage during the pumping. The specific storage is sensitive just after the beginning and the termination of the pumping. The stage when the specific storage is sensitive has been kept in the shorter duration than the stage of the hydraulic conductivity. The resolution of estimated image would be affected by the pattern of the transient SP data and pumping data. To improve the resolution in the estimation image of specific storage, the inversion of the synthetic transient SP data according to the repetitive pumping and injection is performed. The inversion image of the specific storage was improved under this condition.
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Numerical Study for Failure Behavior of Rock Masses Including Complex Free-surfaces Using a Particle Method
Authors J. Takekawa, H. Mikada and T. GotoFailure of rock mass including complex free surfaces is of importance in many engineering and scientific fields. This paper applied an advanced discretization approach to simulate quasi-static failure of rock mass within a Hamiltonian particle method (HPM) framework. In HPM, a free surface is introduced in a simple way, just by removing or ignoring outer particles. This potential can be developed to discretize numerical models including complex free surfaces without the increment of time for pre-processing. In the present study, we developed the numerical simulator based on HPM with a staggered particle technique for simulating brittle failure and AE activities in rock mass with incorporating the elasto-plastic damage model. We, first, conducted uni-axial compressive tests for validating the effectiveness of our approach. Next, we adopted rectangular and circular disc specimens with a hole as complex free surface models. Our numerical results had good agreement with those from laboratory experiments. This suggests that HPM would be a method to simulate failure behavior of rock mass without time-consuming pre-processing.
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Fluid-physical Simulation of Silicate Scale Formation Using Lattice Boltzmann Method
Authors A. Mizushima, H. Mikada, T. Goto and J. TakekawaScaling is a key phenomenon that obstructs fluid circulation in plumbing system. Our goal in this study is to evaluate the importance of both chemical kinetic and hydrodynamic effects on silica deposition. For qualitative and quantitative discussion, we estimate the amount and the distribution of silica deposition with these two processes based on the numerical simulation and compare with the observation from a field experiment. We solve the fluid, temperature and dissolved silica concentration field by using the lattice Boltzmann method. From our simulation results, it is found that the effects of the hydrodynamic process are very important to reproduce the growth of scale qualitatively, whereas the simple chemical kinetic deposition could not sufficiently contribute to the real silica deposition. It is, therefore, necessary to emphasize the hydrodynamic effect should be take into account for reproducing silica scaling.
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Distinct Element Method for Solid-fluid Coupled Interaction in the Application of Hydraulic Fracturing
Authors M. Nagaso, H. Mikada, T. Goto and J. TakekawaThe interaction between hydraulically created and natural fracture is of great interest because natural fracture have the significant influence on the effectiveness of the hydraulic fracture. The viscosity of the fluid used in hydraulic fracturing also influences on the geometry of hydraulic fractures. We performed a series of simulations for hydraulic fracturing in naturally fractured rock by using the 2D flow-coupled Discrete Element Method (DEM) code to examine the influence of the fluid viscosity on the interaction between hydraulic and natural fractures. In this study, low and high viscous fluids are used respectively, and the fracture intersects with a single pre-existing fracture with three different strike angles. The results show that the pre-existing fracture influences significantly the propagation direction of hydraulic fractures and the hydraulic fracture does not always propagate in the direction of maximum principle stress. In addition, we concluded that the influence of pre-existing fracture on the propagation of hydraulic fractures could be reduced by the use of high viscous fluid.
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Numerical Simulation for Apparent Viscosity Change under Oscillating Boundary Condition Using Lattice Boltzmann Method
Authors R. Ueda, H. Mikada, T. Goto and J. TakekawaUnsteady fluid dynamics in Newtonian and non-Newtonian fluid is the main concern of aeronautical, mechanical, chemical, resource, and civil engineering fields, etc. Seismic stimulation is known as one of the Enhanced Oil Recovery (EOR) methods and is regarded as one of unsteady flow problems. Numerous observations show that seismic stimulation to oil reservoir may improve oil production. However, for the application of seismic EOR efficiently, we need to understand the characteristics of changing apparent viscosity of fluid in geological formation. In this study, we attempt to demonstrate the apparent viscousity of fluid in laminar flow under oscillating boundary condition with the models of a single pore throat and porous media. In this study, we set up two hypotheses: one is pressure disturbance causes apparent viscosity change and the other is the apparent viscosity of porous media can be estimated in the use of apparent viscosity of single pore throats. Then, We find pressure disturbance causes apparent viscosity change as a function of the incident angle of shear waves in either vertical or horizontal and the tortuosity of pore throats. And we finally find that the change in the apparent viscosity for a network system of pores and pore throats could be different from that for a single pore throat model due to local pressure disturbance.
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Estimation of Stress Change in Ductile Part of the Crust Inferred from Seismic Scattering
Authors K. Okamoto, H. Mikada, T. Goto and J. TakekawaIn the past, stress field in the subsurface has been measured by various techniques. For example, borehole-breakout, stress release method, hydraulic fracturing, strain gauge buried in the ground are used to measure the stress field after costly drilling the subsurface. Beside the techniques requiring direct access to the subsurface, the stress field is also measured indirectly. Electro Distance Meter, Global Positioning System, etc. are used to measure a surface deformation in time. From the surface deformation, stress change in the subsurface is estimated. However the estimated stress change in the subsurface is largely affected by inhomogeneities located near the surface, landslide, slope failure, etc. Thus, stress field in the subsurface can be obtained directly and indirectly although some problems described above are still remaining. Here we focus on seismic scattering wave, particularly coda-Q value, to measure a stress field change in the subsurface. Coda-Q, which is derived from the attenuation of coda envelope, is perceived to be an indicator of the inhomogeneity in the subsurface. In this study, we hypothesize that coda-Q indicates stress change in a deep subsurface since coda-Q is obtained from seismic waves traveling over a wide range of the crust including ductile part of the crust. Numerically it has been revealed that coda-Q indicates the magnitude of the stress change in the deep subsurface, while the surface strain distribution is largely affected by inhomogeneities located near the surface. In this study we confirm that coda-Q indicates stress change in the deep subsurface using real field data that was acquired at the time of the Iwate-Miyagi Nairiku earthquake in 2008. The stress change estimated from coda-Q corresponds with that in the ductile part calculated by a fault model, which is acquired by a seismic wave analysis, whereas the estimated stress change dose not correspond with that from GPS measurement. It means that coda-Q could indicate stress change in the deep subsurface more accurate than GPS measurement.
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A Reflectivity Guided Elastic Full Waveform Inversion
Authors E.J. Hondori, H. Mikada and Eiichi ASAKAWAFull waveform inversion (FWI) produces subsurface images by minimizing the misfit between observed data and calculated model using iterative local optimization algorithms like conjugate gradient method. This approach requires a starting model which should appear in the neighborhood of the global solution of the FWI problem to ensure that the modeled waveforms are less than half a period away from the recorded data. Usually, reflection traveltime tomography is used to create a long-wavelength background velocity model for starting FWI iterations. In this paper we suggest an alternative method to develop the starting model for FWI by using a reflectivity inversion technique. A depth section of migrated data is used to extract the reflection coefficients and impedance section, then the impedance section is converted to velocity model by considering a known density model. The reflectivity inversion can detect subsurface geological structures very well and on the other hand, an approximate known density model is a fair assumption for FWI and does not dramatically affect the long-wavelength model. We applied our method on a part of Marmousi2 model in order to develop P and S wave velocity models via elastic full waveform inversion in the frequency domain.
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FDFD Simulation for High Resolution Eddy-current Testing Method
Authors T. Saito, H. Mikada, T. Goto and J. TakekawaThe applicability and the feasibility of eddy-current testing method for the detection of wall thinning and surface crack of steel structure have been practically confirmed by field and laboratory experiments. Qualitative analysis of cracks has been empirically understood by this method. There has, however, been a growing demand to quantitatively evaluate the cracks and we are inspired to use time series of induced magnetic field induced in the vicinity of cracks. For this objective, we first developed a numerical simulator for the high accuracy eddy-current method. As a result, the effect of surface cracks of a steel plate to magnetic field was confirmed as follows: the induced magnetic field intensity increases near the edge of cracks and decays above the cracks with the distance to the edge. The deeper and wider cracks become, the more the magnetic field intensity is attenuated. Due to the limitation of our simulation schemes, the response of magnetic field intensity whose detectable scale of cracks was no smaller than mm order in 2D simulation. We are introducing a method that could allow us to confirm much finer detectability.
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Density Estimation in Elastic Full Waveform Tomography
Authors K. Teranishi, H. Mikada, T. Goto and J. TakekawaSeismic Full-Waveform Tomography (FWT) method has been used to estimate velocity structure in the subsurface using acoustic wave equation. In elastic FWT, density is usually estimated using an empirical formula or is fixed to a constant value. Almost all elastic FWT studies have ignored the influence of density that could be an important parameter. The objective of this study is to investigate the difficulty of estimating density structure and propose a new approach. In this study, we perform series of numerical simulations in order to investigate the important factor in the inversion of density structure. Our results show that it is difficult to estimate an accurate density model in the density sorely inversion because the density structure is less effective to the waveform, and the density parameter is more strongly related to the Vp parameter than Vs. We propose s new strategy based on the separations of P-wave and S-wave, and of two inversion stages: the first stage to invert Vp and density structures simultaneously, and the second one to invert Vp, Vs and density together. We conclude that this strategy indicates effective way to estimate an accurate density structure.
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Effects of Fluid In Reservoir on Q Factor of P Wave and S Wave
Authors K. Ishikura, H. Mikada, T. Goto and J. TakekawaPhysical logging has been widely used for many years to acquire physical properties of formations in the vicinity of borehole penetrating hydrocarbon reservoirs. Physical logging has several types of logging, for example, electric logging and sonic logging. In sonic logging, the estimation of the porosity of hydrocarbon reservoirs is mainly performed by the measurement of velocity. For acquiring physical properties of fluid in the formation, Biot physics or poroelastic analysis would be the best method. Among the available technologies, Q based on the Biot's equation could be used to estimate fluid viscosity from the matrix-fluid friction. Thus, the estimation of the fluid contact is possible by using Q which is a index of attenuation, we think. In the present study, we investigate if we take the effect of the viscous attenuation from the acquired quality factor. Based of the result, we then try to estimate the locations of fluid contact using both compressional and shear attenuation factors. The results of our numerical simulations indicate the difference of these factors could be a good indicator of fluid contacts even in attenuating media.
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AVO Waveform Inversion for Estimating the Fluid Contact with Fluid Transition Zone
Authors Y. Iwaki, H. Mikada, T. Goto and J. TakekawaThe fluid distribution in the hydrocarbon reservoir affects waveforms acquired in seismic reflection method. A reflected wave changes its waveform at the transition zone of the interface of two different fluids as a function of volume fraction of the two. AVO is in general used to estimate the difference in the P and S wave velocities for the interfacing two media at the interface without any assumptions on the existence of the transition zone. The consideration of the effect of the volume fraction of a fluid to the other in the waveform could be a key for evaluating the fluid mixture around the fluid contact in the reservoir. Therefore, we try to use the waveform directly to estimate fluid distribution in the transition zone that has not been done in the practice of AVO. In our research, we consider the effects of the transition zone at a gas-water contact (GWC) in a horizontally stratified medium on seismic waveforms. The numerical simulation reveals that the fluid distribution of transition zone distorts the seismic waveform both in amplitude and in phase. We developed a full-waveform AVO inversion method to apply to the fluid substitution problems to see if the method is applicable to estimate the fluid contact with the transition zone, while the conventional AVO only utilizes the amplitude derived from observed data. The simulation results imply the advantages in the estimation of the parameters including the thickness of the transition zone under that assumption of linear trend in the volume fraction in a contrast porosity condition. We suggest that the phase information should be used simultaneously for the inversion process to get the closer contact image.
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Three-Dimensional Joint Inversion of Gravity and Magnetic Anomalies Using Fuzzy C-means Clustering
Authors Y. Teranishi, H. Mikada, T. Goto and J. TakekawaWe present a 3D joint inversion method to estimate two physical parameters, density and magnetization of subsurface materials using field intensity measurements. In the method, we introduce the fuzzy c-means (FCM) clustering technique to relate gravity with magnetic data. In the approach, the subsurface structure is discretized to a set of rectangular prisms. For estimating the density and magnetization of each prism, we minimize the quadratic norm of the residuals between the observed data and the calculated responses from inversion model. Two regularization terms, i.e. the roughness and the similarity of the two physical parameters, are introduced in our joint inversion to control the degree of model roughness and similarity. We determine their regularization parameters using the L-curve criterion. We apply our method to a numerical model which represents submarine massive sulphides (SMS). The joint inversion results, which have the advantages of both gravity and magnetic inversion, show better accuracy and resolution than the individual ones.
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Stress Field and Fracture Propagation Due to the Change of Hydraulic Pressure
Authors K. Okubo, H. Mikada, T. Goto and J. TakekawaIn the developing of the hydrothermal or shale oil and gas reservoir, hydraulic fracturing method is widely used today. It creates fracture nets around the well and improves the permeability, which enhances the production of those resources. However, it is challenging task to predict the direction and area of the hydraulic fracturing due to the complicated in-situ stress field. Fracturing to the unexpected area might cause induced seismicity or environmental pollution. It is, therefore, quite important to estimate how fractures are creates in the reservoir to get the idea of the production of resources and prevent the environmental pollution. We focused on how the pre-existing fractures propagate with the steady and non-steady injection pressures. In this study, especially we could adopt the multiple pre-existing fractures, which exist symmetrically around the borehole. To deal with the multiple fractures in the hydraulic fracturing simulation is much important to understand the realistic behavior of the fracture propagation. We simulated how the fractures could propagate with the steady and non-steady hydraulic pressure during the water injection. We could obtain two results from our numerical simulations: First, the curvature of the fracture trace depends on hydraulic pressure with the both cases of the steady and non-steady pressure, but no matter how the fluid pressure is, the orientation of fracture propagation finally converges to that of maximum principal stress. Second, the transition of the stress field follows the change of the injection pressure after some seconds, which means the delayed response of the fracture propagation in the non-steady hydraulic pressure condition. The simulation scheme of this study can deal with multiple fractures so that it could realize the quantitative estimation of fracture propagation in the complex stress region including various scales of fractures in the future.
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