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TIME-LAPSE INVERSION OF SELF-POTENTIAL DATA USING KALMAN FILTER 基于卡尔曼滤波的自势数据时移反演
Pub Date : 2018-02-16 DOI: 10.1002/cjg2.30078
CUI Yi-An, WEI Wen-Sheng, ZHU Xiao-Xiong, LIU Jian-Xin

It is very common to use the self-potential methods in environmental and engineering applications, especially in some monitoring services. However, the monitored data of each time step are always inverted and interpreted independently. That means the valuable correlation information of time-lapse data is totally ignored. In order to take full advantage of the correlation information, a time-lapse inversion was proposed to promote the reliability of data interpretation. Based on the Darcy's law and Archie's formulas, a dynamic geoelectric model was built to simulate the transportation of contaminant plume in underground porous medium. Then this dynamic model can be used as a state model for the Kalman filtering. And the corresponding observation model can be obtained from conventional self-potential forward calculation. Thus, a Kalman filter recursion can be constructed by using the state model and observation model. During the recursion, the information of geoelectric model evolution and observed self-potential data are fused to achieve a time-lapse inversion of self-potential data. The time-lapse inversion algorithm was tested by both noise added synthetic self-potential data and laboratory observation data from self-potential monitoring over a sandbox. The numerical test shows the validity, robustness, and tolerance to noise of the time-lapse inversion. And the results of physical data test also demonstrate that the time-lapse inversion can invert real time-lapse self-potential data successfully and retrieve the dynamic geoelectric model exactly.

自电位法在环境和工程应用中非常普遍,特别是在一些监测服务中。然而,每个时间步长的监测数据总是被独立地反转和解释。这意味着延时数据中有价值的相关信息被完全忽略了。为了充分利用相关信息,提出了一种时延反演方法,以提高数据解释的可靠性。基于达西定律和阿奇公式,建立了模拟地下多孔介质中污染物羽流运移的动态地电模型。该动态模型可作为卡尔曼滤波的状态模型。通过常规的自势正演计算,可以得到相应的观测模型。因此,可以利用状态模型和观测模型构造卡尔曼滤波递推。在递推过程中,融合地电模型演化信息和自势观测数据,实现自势数据的延时反演。利用加噪合成自电位数据和沙箱自电位监测的实验室观测数据对延时反演算法进行了验证。数值试验结果表明了该方法的有效性、鲁棒性和抗噪声能力。物理资料测试结果也表明,时移反演能够成功地反演实际时移自电位数据,准确地反演出动态地电模型。
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引用次数: 4
RUPTURE DISTRIBUTION OF THE 1976 TANGSHAN EARTHQUAKE SEQUENCE INVERTED FROM GEODETIC DATA 从大地测量资料反演1976年唐山地震序列破裂分布
Pub Date : 2018-02-16 DOI: 10.1002/cjg2.30070
WAN Yong-Ge, WAN Yong-Kui, JIN Zhi-Tong, SHENG Shu-Zhong, LIU Zhao-Cai, YANG Fan, FENG Tian

The Tangshan 1976 M7.8 earthquake was followed by two large aftershocks (the Luanxian M7.1 earthquake and the Ninghe M6.9 earthquake). The earthquake sequence occurred in an area with good geodetic observation, and the horizontal and vertical co-seismic displacements were obtained by triangulation net and leveling net. In this study, by using raw leveling data (not the subsidence image processed from raw leveling data) and triangulation observation data, we obtain the rupture distribution of strike slip and dip slip component on seismogenic faults. The geometry and size of the seismic faults of the Luanxian and Ninghe earthquake are considered in our model construction. The result shows that the seismic fault of the Tangshan mainshock manifested right-lateral strike slip with a maximum value greater than 6 m in the southern segment. The strike slip component on the northern segment is much less than that of the southern segment. The total seismic moment of the Tangshan mainshock is 2.58 × 1020 N·m, which is consistent with that determined by seismic waves. The seismic fault of the Luanxian earthquake shows as a left-lateral normal fault with total moment of 4.95 × 1019 N·m. The seismic fault of the Ninghe earthquake shows as a left-lateral normal fault with total moment of 3.94 × 1019 N·m, which is an order of magnitude greater than the moment determined by seismic waveform. It is so inferred that the aseismic slip of the Tangshan earthquake occurred on the western part of the Ninghe earthquake fault, demonstrated nearly normal fault property, which is of great significances for geodynamic process and mechanism of aftershock occurrence after the Tangshan earthquake.

1976年唐山7.8级地震之后,又发生了两次大余震(滦县7.1级地震和宁河6.9级地震)。地震序列发生在大地测量观测良好的地区,通过三角网和水准网获得水平和垂直同震位移。本研究利用原始找平数据(不是原始找平数据处理后的沉降图像)和三角测量观测数据,获得了发震断层上走滑和倾滑分量的破裂分布。在模型构建中考虑了滦县和宁河地震断层的几何形状和大小。结果表明,唐山主震地震断层表现为右旋走滑,南段最大值大于6 m。北段走滑分量远小于南段走滑分量。唐山主震总地震矩为2.58 × 1020 N·m,与地震波测定结果一致。滦县地震断层表现为左旋正断层,总矩为4.95 × 1019 N·m。宁河地震断层表现为左旋正断层,总弯矩为3.94 × 1019 N·m,比地震波确定的弯矩大一个数量级。由此推断,唐山地震的地震滑动发生在宁河地震断裂带西段,表现出接近正断层的性质,这对唐山地震后余震发生的地球动力学过程和机制具有重要意义。
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引用次数: 8
SURFACE DEFORMATION AND EARLY WARNING MAGNITUDE OF 2016 KAIKOURA (NEW ZEALAND) EARTHQUAKE FROM HIGH-RATE GPS OBSERVATIONS 基于GPS高速率观测的2016年新西兰凯库拉地震地表变形及预警震级
Pub Date : 2018-02-16 DOI: 10.1002/cjg2.30071
SONG Chuang, XU Cai-Jun, WEN Yang-Mao, YI Lei, XU Wen

On 13th November 2016, the Kaikoura region of New Zealand was struck by a major Mw7.8 earthquake. In this study, coseismic deformation field is derived from 1 Hz high-rate GPS observations based on the GAMIT track solution module, combining with PCA spatial filtering method firstly. Then the 5 s peak displacement of P-wave (Pd) and the peak ground displacement (PGD) are extracted from the real-time simulated kinematic displacements of the trackRTr module. Finally, the warning magnitude is calculated from the statistical regression model. Our results indicate that the duration time of the kinematic deformation is up to 2 min. The KAIK and HANM stations, which are closest to the epicenter, have secondary severe deformation. And the deformation amplitude of the north stations of the epicenter is larger than that of the south. The static coseismic deformation field from high-rate GPS observations shows the characteristics of the focal mechanism of strike-slip after thrust. In addition, the Pd warning magnitudes from different stations have a significant difference, with the maximum magnitude difference of Mw2.5. Considering the timeliness and reliability of the warning magnitude jointly, the warning magnitude from the four-station PGD joint warning method of reasonable spatial distribution can reach its initial stability (Mw7.56) at 23 s after the event, while final stability (Mw7.78) at 110 s, which is consistent with the USGS moment tensor magnitude (Mw7.8).

2016年11月13日,新西兰凯库拉地区发生里氏7.8级大地震。本研究首先结合PCA空间滤波方法,基于GAMIT航迹求解模块,从1 Hz高速率GPS观测数据中导出同震变形场。然后从实时仿真的trackRTr模块运动位移中提取出5 s时的纵波峰值位移(Pd)和地面峰值位移(PGD);最后,根据统计回归模型计算预警震级。结果表明,运动变形持续时间可达2 min,离震中最近的KAIK和HANM台站存在次生严重变形。震源北台站的变形幅度大于南台站。高速率GPS观测的静态同震形变场显示了逆冲后走滑震源机制的特征。不同台站Pd预警震级差异显著,最大震级差异为Mw2.5。综合考虑预警震级的时效性和可靠性,合理空间分布的四站PGD联合预警方法的预警震级在震后23 s达到初始稳定(Mw7.56),在110 s达到最终稳定(Mw7.78),与USGS矩张量震级(Mw7.8)一致。
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引用次数: 3
THE ADVANCEMENT OF LUNAR GRAVITY MODEL DUE TO THE DEVELOPMENT OF SPACE TRACKING TECHNIQUES 空间跟踪技术的发展促进了月球重力模型的发展
Pub Date : 2018-02-06 DOI: 10.1002/cjg2.30063
LI Fei, HAO Wei-Feng, YAN Jian-Guo, SHAO Xian-Yuan, YE Mao, XIAO Chi

Based on the three modes of lunar spacecraft tracking techniques: Earth-based tracking mode, high-low satellite-to-satellite tracking mode and low-low satellite-to-satellite tracking mode, the development of lunar gravity models could be divided into 4 stages. First, we introduce the principle, technical characteristics of the different tracking modes, and the representative gravity models, and then make comments on these models’ precision. Further, through the comparison of gravity anomaly precision, characteristics and orbit determination precision from different stages’ lunar gravity field models, we conclude that: the advancement of space tracking techniques has significantly improved the precision of lunar gravity model and effectively promotes the understanding of lunar interior structure and the reliability of lunar satellite orbit determination. Finally, we analyze the deficiency of current lunar gravity models and give a perspective of future space tracking techniques.

基于月球航天器跟踪技术的三种模式:地基跟踪模式、高低星对星跟踪模式和高低星对星跟踪模式,月球重力模型的发展可分为4个阶段。首先介绍了不同跟踪方式的原理、技术特点,以及具有代表性的重力模型,并对这些模型的精度进行了评价。通过对不同阶段月球重力场模型的重力异常精度、特征和定轨精度的比较,得出:空间跟踪技术的进步显著提高了月球重力模型的精度,有效地促进了对月球内部结构的认识和月球卫星定轨的可靠性。最后,分析了当前月球重力模型的不足,并对未来的空间跟踪技术进行了展望。
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引用次数: 0
ELASTIC REVERSE TIME MIGRATION BASED ON WAVEFIELD SEPARATION 基于波场分离的弹性逆时偏移
Pub Date : 2018-02-06 DOI: 10.1002/cjg2.30068
WANG Wei-Hong, ZHANG Wei, SHI Ying, KE Xuan

Compared with other imaging algorithms (e.g., ray-based, one-way wave equation), reverse time migration (RTM) based on the two-way wave equation exhibits greater superiority, especially in handling steeply dipping structures. However, imaging with conventional single-component seismic data is unsuited for some complicated structures (e.g., gas clouds). Elastic RTM, which is based on the elastodynamic equation and uses multi-component seismic data to extract PP and PS reflectivity and subsurface information, can more consistently reproduce the characteristics of elastic wave propagation in real Earth media, resulting in seismic images that more accurately characterize the subsurface. To begin with, we exploit the first order stress-velocity equations to extrapolate the elastic vector wavefield, then the P- and S-wavefields are separated by computing the divergence and curl operator of the extrapolated particle-velocity wavefield. Then, imaging profiles with pure wave modes are computed by applying the source normalized cross-correlation imaging condition, thus avoiding crosstalk between unseparated wave modes. To address the polarity reversal problem of the converted image, we propose an alternative method in the common-shot domain. We also develop an efficient method that reconstructs the source wavefield in the reverse time direction to save storage in the GPU and to avoid large input/output in the elastic reverse time migration. During the forward modeling, the method only saves the particle-velocity wavefield of all time intervals within an efficient absorbing boundary and the total wavefields in the final time interval. When we extrapolate the receiver wavefield in the reverse time direction, we simultaneously reconstruct the total source wavefields via the saved wavefields. Numerical examples performed with the graben and Marmousi2 models have shown that the polarity reversal correction method works, and elastic reverse time migration can accurately characterize complicated structures.

与其他成像算法(如基于射线的单向波动方程)相比,基于双向波动方程的逆时偏移(RTM)具有更大的优势,特别是在处理陡峭倾斜结构时。然而,传统的单分量地震数据成像不适合一些复杂的结构(如气体云)。弹性RTM基于弹性动力学方程,利用多分量地震数据提取PP、PS反射率和地下信息,可以更一致地再现真实地球介质中弹性波的传播特征,从而获得更准确表征地下的地震图像。首先,我们利用一阶应力-速度方程外推弹性矢量波场,然后通过计算外推粒子速度波场的散度算子和旋度算子分离P波场和s波场。然后,应用源归一化互相关成像条件,计算出具有纯波模式的成像剖面,从而避免了未分离波模式之间的串扰。为了解决转换后图像的极性反转问题,我们提出了一种在共拍域的替代方法。为了节省GPU的存储空间,避免弹性逆时偏移时的大输入/输出,我们还开发了一种有效的反向重构源波场的方法。在正演模拟过程中,该方法仅保存有效吸收边界内各时间区间的粒子速度波场和最终时间区间的总波场。当我们在反向时间方向外推接收波场时,我们同时通过保存的波场重建总源波场。用地堑和Marmousi2模型进行的数值算例表明,极性反转校正方法是有效的,弹性逆时偏移能够准确表征复杂构造。
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引用次数: 5
CALCULATION OF THE CO-SEISMIC DEFORMATION AND STRESS CHANGES OF THE KAIKOURA Mw7.8 EARTHQUAKE, NOV 13, 2016 2016年11月13日凯库拉Mw7.8地震同震变形和应力变化计算
Pub Date : 2018-02-06 DOI: 10.1002/cjg2.30065
CHENG Hui-Hong, ZHANG Bei, ZHANG Huai, SHI Yao-Lin

On 13 November, 2016, an Mw7.8 earthquake occurred in Kaikoura, northern South Island, New Zealand. The Mw 7.8 earthquake caused strong surface deformation, massive landslides and tsunami. Based on the fault slip model released by United States Geological Survey, the co-seismic deformation and stress changes by Kaikoura Mw7.8 earthquake were computed with the global heterogeneous ellipsoid Earth model and high precision topography. The preliminary results show that the hanging wall of the Mw7.8 earthquake uplifted to the northeast, while the footwall subducting southwest. The co-seismic deformation caused by this earthquake is up to several centimeters from Kaikoura to Campbell and the capital city of Wellington. The maximum co-seismic horizontal displacement is about 1.2 m whereas the vertical is about 1.1 m. Although the accumulated strain along seismogenic faults had been released by this earthquake, the compressional force at the both ends of the seismogenic faults was increased due to co-seismic stress changes and the maximum value of the co-seismic stress changes reaches the order of MPa. The Coulomb failure stress changes are also up to MPa that are concentrated in the vicinity of epicenter. At the same time, the risk for NE-SW dextral slip faults increases due to the co-seismic shear stress. We also calculated the Coulomb Failure Stress changes in the North Island and South Island with local fault systems respectively. Our results show that Coulomb failure stress changes are positive in both regions, which means subsequent earthquakes are possible.

2016年11月13日,新西兰南岛北部凯库拉发生里氏7.8级地震。里氏7.8级地震造成了强烈的地表变形、大规模的山体滑坡和海啸。基于美国地质调查局发布的断层滑动模型,利用全球非均质椭球地球模型和高精度地形,计算了Kaikoura Mw7.8地震的同震形变和应力变化。初步结果表明,Mw7.8地震上盘向东北隆升,下盘向西南俯冲。从凯库拉到坎贝尔和首都惠灵顿,这次地震造成的同震变形高达几厘米。同震最大水平位移约1.2 m,竖向位移约1.1 m。本次地震虽然释放了沿发震断层的累积应变,但由于同震应力的变化,发震断层两端的压缩力有所增加,同震应力变化的最大值达到MPa数量级。库仑破坏应力变化也高达MPa,集中在震中附近。同时,同震剪应力的存在增加了北东-西向右滑断层的危险性。并分别计算了北岛和南岛局部断层系统的库仑破坏应力变化。结果表明,库仑破坏应力变化在两个区域均为正,表明后续地震是可能发生的。
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引用次数: 4
A STUDY ON SPECTRAL MOMENTS OF GRAVITY FIELD WITH APPLICATION TO CRUSTAL STRUCTURE IMAGING OF TARIM BASIN 重力场谱矩及其在塔里木盆地地壳结构成像中的应用研究
Pub Date : 2018-02-06 DOI: 10.1002/cjg2.30062
YANG Wen-Cai, SUN Yan-Yun, HOU Zun-Ze, YU Chang-Qing

Modern geophysical techniques provide great amount data of geophysical field that contain rich information about crustal structures, which can be extracted for geo-mapping based on theory of mathematical physics. This paper shows that the high-order spectral moments of regional gravity data include information of geometrical contour surface, which can be used for selection, positioning and classification of some types of geological structures. By using second-order spectral moments of Bouguer gravity data, one can calculate their statistical unvaried quantities and the ridge-like parameter, which characterizes the crustal deformation belts and can be used for mapping regional distribution of the deformation belts. The boundaries between areas of strong or weak ridge-like parameters represent boundaries of different structural units. We can further compute the second-order spectral moments of the statistical unvaried quantities to calculate the boundary parameter, which may be used for tracing and positioning the structural boundaries after some enhancement are added. This paper gives all the formula for computing the ridge and the boundary parameters, and testing results on crustal structural analysis in Tarim basin, Northwest China. As the results, deep High- and Low-density belts within the Tarim basin are located precisely, providing important basic images for oil/gas exploration in the basin.

现代地球物理技术提供了大量的地球物理场数据,这些数据包含了丰富的地壳结构信息,可用于基于数学物理理论的地质填图。研究表明,区域重力数据的高阶谱矩包含几何等高线面的信息,可用于某些类型地质构造的选择、定位和分类。利用布格重力资料的二阶谱矩,可以计算出其统计不变量和脊状参数,从而表征地壳变形带的特征,可用于绘制变形带的区域分布。强或弱脊状参数区域之间的边界代表不同结构单元的边界。我们可以进一步计算统计不变量的二阶谱矩来计算边界参数,在增加一些增强后,可以用来跟踪和定位结构边界。本文给出了塔里木盆地中脊和边界参数的全部计算公式,以及地壳结构分析的试验结果。研究结果准确定位了塔里木盆地深部高、低密度带,为盆地油气勘探提供了重要的基础图像。
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引用次数: 2
PHASE VELOCITY TOMOGRAPHY OF RAYLEIGH WAVE IN QINLING-DABIE AND ITS ADJACENT AREAS USING AMBIENT SEISMIC NOISE 基于环境地震噪声的秦岭-大别及其邻区瑞利波相速度层析成像
Pub Date : 2018-02-06 DOI: 10.1002/cjg2.30057
DING Wen-Xiu, FU Yuan-Yuan, GAO Yuan, LIAO Wu-Lin, HE Ya-Juan, CAI Yong-Jian, SHEN Xue-Lin

The Qinling-Dabie orogenic belt is located between the northeastern margin of the Tibetan Plateau and the Tan-Lu fault; it was formed by the collision of Yangtze and North China blocks. We obtain the phase velocity of Rayleigh wave at the periods of 8∼35 s in the Qinling-Dabie orogenic belt using ambient seismic noise recorded at 160 broad-band stations from China digital seismic network. 24 month data have been cross-correlated to yield the empirical Rayleigh wave Green's functions. Phase velocity dispersion curves are measured for each interstation path by frequency-time analysis. The Rayleigh wave phase speed maps agree well with each other and show clear correlations with major tectonic structures. The Dabie is characterized by high velocity anomaly at 8 s but slow velocity at 14 s, indicating the influence of high pressure (HP)/ultrahigh pressure (UHP) metamorphic regions in the upper crust. At 25 s, the velocity varies from slow in the west to high in the east across the gravity gradient zone in the Taihang-Wuling Mountains. This pattern mainly reflects the effect of crust thickness which is thicker in the west and thin in the east. The southern segment of Tan-Lu fault shows different features across it at 14∼35 s, suggesting that the fault zone may extend down to the crust-mantle boundary. The slow velocity close to the fault is probably caused by the hot material upwelling. More constraints are needed by further study. Obvious slow velocities at periods of 14∼25 s in South Qinglin and northeast Sichuan basin are observed. We could not determine whether this low velocity zone is due to the Tibetan lower crustal flow and/or the delamination of the South Qinglin now. Study of the 3-D shear wave velocity structure in the crust and upper mantle is necessary to constrain the geodynamics of this region in the future.

秦岭-大别造山带位于青藏高原东北缘与郯庐断裂之间;它是由扬子地块和华北地块碰撞形成的。利用中国数字地震台网160个宽带台站记录的环境地震噪声,得到了秦岭-大别造山带8 ~ 35s周期的瑞利波相速度。对24个月的数据进行交叉相关,得出经验瑞利波格林函数。通过频时分析,测量了各站间路径的相速度色散曲线。瑞利波相速度图相互吻合良好,与主要构造具有明显的相关性。大别地区8 s高速异常,14 s慢速异常,表明其受上地壳高压/超高压变质区影响。在25 s时,横贯太行山—武陵山重力梯度带,速度由西慢向东高变化。这种格局主要反映了地壳厚度的影响,地壳厚度西厚东薄。郯庐断裂南段在14 ~ 35 s表现出不同的特征,表明断裂带可能向下延伸至壳幔边界。断层附近的缓慢速度可能是由热物质上涌引起的。需要进一步研究更多的约束条件。在青林南部和四川盆地东北部观测到14 ~ 25 s周期的明显慢速度。我们不能确定这个低速带是由于西藏下地壳流动和/或现在的南青林拆沉所致。研究地壳和上地幔的三维横波速度结构是今后约束该地区地球动力学的必要条件。
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引用次数: 4
AN ABSOLUTE PLATE MOTION MODEL BASED ON HOTSPOT REFERENCE FRAME 基于热点参考系的绝对板块运动模型
Pub Date : 2018-02-06 DOI: 10.1002/cjg2.30060
ZHANG Qiong, WANG Shi-Min, ZHAO Yong-Hong

Based on the new generation model of relative plate motions, the MOVEL model, an absolute plate motion model is built by least squares inversion of the observed hotspot trend data. A systematic test for the consistency between the MOVEL model and all the available hotspot data adopted by previous studies of absolute plate motion models shows there are outliers in the data set. Accordingly, two new methods to reject outliers, such as, step-wise rejection and global search rejection, are proposed. Combined with the chi-square test for the total residual and the normal test for the residual frequency distribution, the best model is selected step by step. A T87 model is eventually obtained. This model provides reasonable fitting to 87 globally distributed hotspot trends, but the predicted plate velocities are systematically lower than the observed rates of volcanic migration along hotspot tracks with the deviation up to 4 cm·a−1. Such a deviation may be explained as a consequence of systematic errors possibly associated with the observed hotspot rate data, or due to relative motions between hotspots caused by mantle return flow. For either case, however, this study's results demonstrate that the hotspot trend data are capable of defining a global hotspot reference frame independently and effectively, which could be conveniently applied to studies on absolute plate motion, mantle convection and true polar wander.

在新一代板块相对运动模型MOVEL模型的基础上,通过对观测热点趋势数据进行最小二乘反演,建立了板块绝对运动模型。系统检验MOVEL模型与以往研究绝对板块运动模型所采用的所有可用热点数据的一致性,发现数据集中存在异常值。据此,提出了两种新的异常值拒绝方法,即逐步拒绝和全局搜索拒绝。结合总残差的卡方检验和残差频率分布的正态检验,逐步选择最佳模型。最后得到了一个T87模型。该模型对全球分布的87个热点趋势进行了较好的拟合,但预测的板块速度有系统地低于沿热点轨迹观测到的火山迁移速率,偏差达4 cm·a−1。这种偏差可以解释为可能与观测到的热点速率数据有关的系统误差的结果,或者是由于地幔回流引起的热点之间的相对运动。然而,本文的研究结果表明,热点趋势数据能够独立有效地定义一个全球热点参考框架,可以方便地应用于板块绝对运动、地幔对流和真极移的研究。
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引用次数: 1
RESEARCH AND APPLICATION OF IMPROVED HIGH PRECISION MATCHING PURSUIT METHOD 改进高精度匹配追踪方法的研究与应用
Pub Date : 2018-02-06 DOI: 10.1002/cjg2.30067
YANG Wu-Yang, YANG Qing, HE Xin, YAN Gao-Han, WEI Xin-Jian, CHEN De-Wu, Li Dong

Based on conventional matching pursuit (MP) algorithm, an improved approach of MP is presented in this paper. By introducing a new strategy of building complete library, the Ricker wavelet was taken as atoms and the maximum correlation of original seismic data was used to estimate the location and atomic energy of complete library. The decomposition precision was increased further through the method so that the adaptability of the algorithm was greatly improved. To avoid the atomic spacing being too small, the smallest atomic spacing was introduced, so the decomposition efficiency and quality were further improved. Model trial and application of practical data showed that not only the quality of the signal sparse representation through the algorithm was improved and the convergence speed was accelerated, but also the adaptability and decomposition precision of the algorithm were enhanced. Effective seismic information can be obtained better and the precision of seismic interpretation can be improved by the method.

在传统匹配追踪算法的基础上,提出了一种改进的匹配追踪算法。引入了一种新的完整库构建策略,将Ricker小波作为原子,利用原始地震资料的最大相关系数估计完整库的位置和原子能。该方法进一步提高了分解精度,大大提高了算法的适应性。为了避免原子间距过小,引入了最小原子间距,进一步提高了分解效率和质量。模型试验和实际数据的应用表明,通过该算法不仅提高了信号稀疏表示的质量,加快了收敛速度,而且增强了算法的适应性和分解精度。该方法可以更好地获得有效的地震信息,提高地震解释的精度。
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引用次数: 0
期刊
Chinese Journal of Geophysics
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