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Robustness of squared Msplit(q) estimation: Empirical analyses 平方Msplit(q)估计的稳健性:实证分析
IF 0.9 4区 地球科学 Q4 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2020-04-06 DOI: 10.1007/s11200-019-0356-y
Robert Duchnowski, Zbigniew Wiśniewski

This paper concerns squared Msplit(q) estimation and its robustness against outliers. Previous studies in this field have been based on theoretical approaches. It has been proven that a conventional analysis of robustness is insufficient for Msplit(q) estimation. This is due to the split of the functional model into q competitive ones and, hence, the estimation of q competitive versions of the parameters of such models. Thus, we should consider robustness from the global point of view (traditional approach) and from the local point of view (robustness in relation between two “neighboring” estimates of the parameters). Theoretical considerations have generally produced many interesting findings about the robustness of Msplit(q) estimation and the robustness of the squared Msplit(q) estimation, although some of features are asymptotic. Therefore, this paper is focused on empirical analysis of the robustness of the squared Msplit(q) estimation for finite samples and, hence, it produces information on robustness from a more practical point of view. Mostly, the analyses are based on Monte Carlo simulations. A different number of observation aggregations are considered to determine how the assumption of different values of q influence the estimation results. The analysis shows that local robustness (empirical local breakdown points) is fully compatible with the theoretical derivations. Global robustness is highly dependent on the correct assumption regarding q. If it suits reality, i.e. if we predict the number of observation aggregations and the number of outliers correctly, then the squared Msplit(q) estimation can be an alternative to classical robust estimations. This is confirmed by empirical comparisons between the method in question and the robust M-estimation (the Huber method). On the other hand, if the assumed value of q is incorrect, then the squared Msplit(q) estimation usually breaks down.

本文研究平方Msplit(q)估计及其对异常值的鲁棒性。以往在这一领域的研究都是基于理论方法。已经证明,传统的鲁棒性分析对于Msplit(q)估计是不够的。这是由于将功能模型拆分为q个竞争模型,因此需要对这些模型参数的q个竞争版本进行估计。因此,我们应该从全局角度(传统方法)和从局部角度(两个“相邻”参数估计之间的关系的鲁棒性)考虑鲁棒性。虽然一些特征是渐近的,但理论上的考虑通常产生了许多关于Msplit(q)估计的鲁棒性和平方Msplit(q)估计的鲁棒性的有趣发现。因此,本文的重点是对有限样本的平方Msplit(q)估计的鲁棒性进行实证分析,因此,它从更实际的角度提供了关于鲁棒性的信息。大多数情况下,分析是基于蒙特卡罗模拟。考虑不同数量的观测聚集,以确定不同q值的假设如何影响估计结果。分析表明,局部鲁棒性(经验局部击穿点)与理论推导完全一致。全局鲁棒性高度依赖于关于q的正确假设。如果它适合实际情况,即如果我们正确预测观测聚集的数量和异常值的数量,那么平方Msplit(q)估计可以替代经典的鲁棒估计。这是由所讨论的方法和稳健m估计(Huber方法)之间的经验比较证实的。另一方面,如果q的假设值不正确,则Msplit(q)的平方估计通常会失效。
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引用次数: 5
Blended noise suppression using a hybrid median filter, normal moveout and complex curvelet transform approach 采用混合中值滤波、正移和复曲线变换的混合噪声抑制方法
IF 0.9 4区 地球科学 Q4 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2020-04-06 DOI: 10.1007/s11200-020-0269-9
Lieqian Dong, Changhui Wang, Mugang Zhang, Deying Wang, Xiaofeng Liang

The high-density acquisition technique can improve subsurface imaging accuracy. However, it increases production cost rapidly and limits the wide application in practice. To solve this issue, the high productivity blending acquisition technology has emerged as a promising way to significantly increase the efficiency of seismic acquisition and reduce production cost. The great challenge of the blending acquisition technology lies in the severe interference noise of simultaneous sources. Therefore, the success of the blending acquisition technology relies heavily on the effectiveness of separating effective energy from the blended noise. We propose a blended noise suppression approach by using a hybrid median filter, normal moveout (NMO), and complex curvelet transform (CCT) approach. First, median filter is applied to original data after NMO correction. Second, the CCT-based thresholding denoising method is used to extract the remained effective energy from the data after median filtering to get the preliminary de-blended result. Next, the updated data are obtained by subtracting the pseudo-de-blended data of the de-blended result from the original data, and the process iterates. Last, the final de-blended result is obtained by adding the retrieved energy at each iteration until the signal-to-noise ratio satisfies the desired level. We demonstrate the effectiveness of the proposed approach on simulated synthetic and field data examples.

高密度采集技术可以提高地下成像精度。然而,它迅速增加了生产成本,限制了在实际中的广泛应用。为解决这一问题,高产能混合采集技术有望显著提高地震采集效率,降低生产成本。混频采集技术面临的最大挑战是同声源的严重干扰噪声。因此,混合采集技术的成功与否很大程度上取决于从混合噪声中分离有效能量的有效性。我们提出了一种混合噪声抑制方法,采用混合中值滤波器、正常移出(NMO)和复杂曲线变换(CCT)方法。首先,对NMO校正后的原始数据进行中值滤波。其次,采用基于cct的阈值去噪方法,从中值滤波后的数据中提取剩余的有效能量,得到初步的去混结果。然后,从原始数据中减去去混结果的伪去混数据,得到更新后的数据,并进行迭代。最后,在每次迭代中添加检索到的能量,直到信噪比满足期望水平,得到最终的去混结果。我们通过模拟合成和现场数据实例证明了该方法的有效性。
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引用次数: 2
Effect of Qattara Depression on gravity and geoid using unclassified digital terrain models 利用未分类数字地形模型研究Qattara凹陷对重力和大地水准面的影响
IF 0.9 4区 地球科学 Q4 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2020-04-06 DOI: 10.1007/s11200-018-1240-x
Hussein A. Abd-Elmotaal, Norbert Kühtreiber

The determination of the gravimetric geoid is based on the magnitude of the gravity observed at the topographic surface of the Earth. In order to satisfy Laplace’s equation, the masses between the surface of the Earth and the geoid must be removed or shifted inside the geoid. Then the gravity values have to be reduced to the geoid, forming the boundary values on the boundary surface. Gravity reduction techniques using unclassified Digital Terrain Models (DTM) usually presume that negative elevations are reserved for ocean stations. In case of Qattara Depression, the elevations are negative, i.e., below sea level. This leads to an obvious error in the topographic-isostatic reduction using, for example, TC-program employing unclassified DTM by assuming water masses filling the depression instead of air, besides computing at the non-existing sea level instead of computing at the actual negative topography. The aim of this paper is to determine the effect of Qattara Depression on gravity reduction and geoid computation, as a prototype of the effect of the unclassified land depressions on gravity reduction and geoid determination. The results show that the effect of Qattara Depression on the gravity reduction reaches 20 mGal and is restricted only to the depression area, while its effect on the geoid exceeds 1 m and has a regional effect which extends over a distance of about 1000 km.

重力水准面是根据在地球地形表面观测到的重力大小来确定的。为了满足拉普拉斯方程,地球表面与大地水准面之间的质量必须在大地水准面内移除或移动。然后将重力值化简为大地水准面,形成边界面上的边界值。使用非分类数字地形模型(DTM)的重力减小技术通常假定为海洋站保留负海拔。在卡塔尔洼地的情况下,海拔是负的,即低于海平面。这导致地形均衡还原中的明显错误,例如,tc程序采用未分类的DTM,假设填充洼地的水质量而不是空气,此外,在不存在的海平面上计算,而不是在实际的负地形上计算。本文的目的是确定Qattara洼地对重力减小和大地水准面计算的影响,作为未分类洼地对重力减小和大地水准面确定影响的原型。结果表明,Qattara坳陷对重力减小的影响达到20 mGal,且仅局限于坳陷区域,而对大地水准面的影响超过1 m,具有区域性影响,影响范围约为1000 km。
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引用次数: 2
High accuracy gravity terrain correction by Optimally Selecting Sectors algorithm based on Hammer charts method 基于Hammer图法的最优选扇区算法高精度重力地形校正
IF 0.9 4区 地球科学 Q4 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2020-04-06 DOI: 10.1007/s11200-019-0273-0
Saber Jahanjooy, Mohammad Pirouei, Kamal Kolo

To study the subsurface features and structures, the gravity effects of the surrounding topography should be reduced from acquired gravity field data. Several methods are available to calculate terrain effects on each gravity station. Some of these methods are tedious and time consuming due to a large number of calculations, long-distance terrain effects, and minimum acceptable errors. The other fast methods do not fulfill the accuracy requirement for local surveys. In rough topographies, using average elevation for sectors of the calculation area leads to overestimation or underestimation of the terrain effect. Since most of the terrain correction methods employ the pre-divided web or mesh for the survey area, the used sectors do not match geographical features with distinct mass centers. An Optimally Selecting Sectors (OSS) algorithm is proposed, which automatically partitions the surrounding area to a set of sectors in a way that separates different mass centers, finds optimum elevation of these sectors, and calculates terrain effect at the gravity stations. This new procedure improves the accuracy of calculated terrain effects. A proper tolerance inside the algorithm controls the accuracy of the method. Defining this tolerance relies on the application of gravity data. The application of this method on synthetic models with different geometrical shapes and real digital elevation data of a mountainous area at the Kurdistan region shows improvement in the accuracy of terrain correction. However, the proposed method OSS introduces extra calculation compared to some of the previous terrain correction methods.

为了研究地下特征和构造,需要从已获得的重力场数据中去除周围地形的重力效应。计算各重力站地形效应的方法有几种。其中一些方法由于计算量大、地形影响远、可接受误差小等原因,比较繁琐和耗时。其他快速方法不能满足局部测量的精度要求。在粗糙的地形中,对计算区域的扇区使用平均高程会导致高估或低估地形效应。由于大多数地形校正方法对测量区域采用预先划分的网或网格,所使用的扇区与具有明显质量中心的地理特征不匹配。提出了一种最优选择扇区(optimal selection Sectors, OSS)算法,该算法以不同质心分离的方式将周边区域自动划分为一组扇区,求出这些扇区的最优标高,并计算重力站的地形效应。该方法提高了地形效应计算的精度。算法内部适当的公差控制了方法的精度。定义这个公差依赖于重力数据的应用。将该方法应用于不同几何形状的合成模型和库尔德斯坦地区某山区的真实数字高程数据,表明该方法提高了地形校正精度。然而,与以往的一些地形校正方法相比,本文提出的方法引入了额外的计算。
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引用次数: 2
Time-migration velocity estimation using Fréchet derivatives based on nonlinear kinematic migration/demigration solvers 基于非线性运动偏移/反偏移解的fr<s:1>导数时偏移速度估计
IF 0.9 4区 地球科学 Q4 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2020-01-17 DOI: 10.1007/s11200-019-1172-0
Hao Zhao, Anders Ueland Waldeland, Dany Rueda Serrano, Martin Tygel, Einar Iversen

Advanced seismic imaging and inversion are dependent on a velocity model that is sufficiently accurate to render reliable and meaningful results. For that reason, methods for extracting such velocity models from seismic data are always in high demand and are topics of active investigation. Velocity models can be obtained from both the time and depth domains. Relying on the former, time migration is an inexpensive, quick and robust process. In spite of its limitations, especially in the case of complex geologies, time migration can, in many instances (e.g. simple to moderate geological structures), produce image results compatible to the those required for the project at hand. An accurate time-velocity model can be of great use in the construction of an initial depth-velocity model, from which a high-quality depth image can be produced. Based on available explicit and analytical expressions that relate the kinematic attributes (namely, traveltimes and local slopes) of local events in the recording (demigration) and migrated domains, we revisit tomographic methodologies for velocity-model building, with a specific focus on the time domain, and on those that makes use of local slopes, as well as traveltimes, as key attributes for imaging. We also adopt the strategy of estimating local inclinations in the time-migrated domain (where we have less noise and better focus) and use demigration to estimate those inclinations in the recording domain. On the theoretical side, the main contributions of this work are twofold: 1) we base the velocity model estimation on kinematic migration/demigration techniques that are nonlinear (and therefore more accurate than simplistic linear approaches) and 2) the corresponding Fréchet derivatives take into account that the velocity model is laterally heterogeneous. In addition to providing the comprehensive mathematical algorithms involved, three proof-of-concept numerical examples are demonstrated, which confirm the potential of our methodology.

先进的地震成像和反演依赖于足够精确的速度模型,以提供可靠和有意义的结果。因此,从地震资料中提取这种速度模型的方法总是需求量很大,并且是积极研究的主题。速度模型可以从时间域和深度域得到。基于前者,时间迁移是一种廉价、快速和健壮的过程。尽管有其局限性,特别是在复杂的地质情况下,时间偏移在许多情况下(例如,简单到中等的地质结构)可以产生与手头项目所需的图像结果兼容的图像结果。准确的时速模型对于建立初始深度-速度模型具有重要意义,由此可以得到高质量的深度图像。基于记录(偏移)和迁移域中与局部事件的运动学属性(即旅行时间和局部斜率)相关的可用显式和分析式表达式,我们重新审视了速度模型构建的层析方法,特别关注时域,以及那些利用局部斜率和旅行时间作为成像关键属性的方法。我们还采用在时间迁移域中估计局部倾斜度的策略(在时间迁移域中我们有更少的噪声和更好的聚焦),并使用反迁移来估计记录域中的这些倾斜度。在理论方面,这项工作的主要贡献是双重的:1)我们基于非线性的运动迁移/反迁移技术的速度模型估计(因此比简单的线性方法更准确)和2)相应的fr切特导数考虑到速度模型是横向异构的。除了提供所涉及的综合数学算法外,还演示了三个概念验证数值示例,这证实了我们的方法的潜力。
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引用次数: 0
Bounds and averages of seismic quality factor Q 地震质量因子Q的边界和平均值
IF 0.9 4区 地球科学 Q4 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2020-01-17 DOI: 10.1007/s11200-019-1247-y
Ayman N. Qadrouh, José M. Carcione, Mamdoh Alajmi, Jing Ba

An elastic two-phase composite, with no restriction on the shape of the two phases, has stiffness bounds given by the Reuss and Voigt equations, and a narrower range determined by the Hashin-Shtrikman bounds. Averages are given by the Voigt-Reuss-Hill, Hashin-Shtrikman, Gassmann, Backus and Wyllie equations. To obtain stiffness bounds and averages, we invoke the correspondence principle to compute the solution of the viscoelastic problem from the corresponding elastic solution. Then, seismic velocities and attenuation are established for the above — physical and heuristic — models which account for general geometrical shapes, unlike the Backus average. The approach is relevant to the seismic characterization of solid composites such as hydrocarbon source rocks.

弹性两相复合材料,不受两相形状的限制,具有由Reuss和Voigt方程给出的刚度边界,以及由Hashin-Shtrikman边界确定的较窄范围。平均值由Voigt-Reuss-Hill、Hashin-Shtrikman、Gassmann、Backus和Wyllie方程给出。为了得到刚度界和平均值,我们利用对应原理从相应的弹性解中计算粘弹性问题的解。然后,建立了上述物理模型和启发式模型的地震速度和衰减,这些模型考虑了一般的几何形状,而不像巴克斯平均值。该方法适用于烃源岩等固体复合材料的地震表征。
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引用次数: 4
Simple hysteresis loop model for rock magnetic analysis 岩石磁分析的简单磁滞回线模型
IF 0.9 4区 地球科学 Q4 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2020-01-10 DOI: 10.1007/s11200-019-1942-8
Carlos A. Vasquez, Sabrina Y. Fazzito

A simple phenomenological model founded on Lorentzian functions is evaluated on the first derivative of magnetic hysteresis loops from several artificial samples with iron oxide/oxyhydroxide mixtures imitating natural sediments. The approach, which shows that hysteresis loops can be described by elementary analytical functions and provides estimates of magnetization parameters to a satisfactory degree of confidence, is applied with the help of standard data analysis software. Distorted hysteresis loops (wasp-waisted, goose-necked and pot-bellied shaped) from simulations and artificial samples from a previous work are reproduced by the model which allows to straightforwardly unmix the ferromagnetic signal from different minerals like magnetite, greigite, haematite and goethite. The analyses reveal that the contribution from the ferrimagnetic fraction, though present in a minor concentration (≤2.15 wt%), dominates the magnetization.

对几种模拟自然沉积物的氧化铁/氢氧化铁混合物人工样品的磁滞回线一阶导数进行了评价,建立了基于洛伦兹函数的简单现象学模型。该方法表明,磁滞回线可以用初等解析函数来描述,并提供了令人满意的置信程度的磁化参数估计,并在标准数据分析软件的帮助下进行了应用。该模型重现了先前模拟和人工样本中扭曲的磁滞环(黄蜂腰形、鹅颈形和大肚形),从而可以直接分解来自不同矿物(如磁铁矿、灰长铁矿、赤铁矿和针铁矿)的铁磁信号。分析表明,铁磁性部分的贡献,虽然存在于较小的浓度(≤2.15 wt%),占主导地位的磁化。
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引用次数: 6
Use of the radiocarbon method for dating of skeletal remains of a mass grave (Brno, the Czech Republic) 使用放射性碳法测定万人坑遗骸的年代(布尔诺,捷克共和国)
IF 0.9 4区 地球科学 Q4 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2020-01-10 DOI: 10.1007/s11200-019-1217-4
Kateřina Vymazalová, Lenka Vargová, Ladislava Horáčková, Jiří Kala, Michal Přichystal, Ivo Světlík, Kateřina Pachnerová Brabcová, Veronika Brychová

The dating of skeletal remains in archaeology is difficult, especially at findings without burial equipment. In this case, apart from literary and iconographic sources, anthropological and palaeopathological analyses, the radiocarbon dating method can also be used. We present an example where we used this procedure in the dating of the skeletal remains of an anonymous recent mass grave, found in the cellars of one of the houses in Brno (Czech Republic). On the basis of an assessment of the archaeological and anthropological context, in combination with radiocarbon dating, it could be concluded that the found skeletal remains were most likely of soldiers who died in the provisional military hospital as a result of injury or infection after the Battle of Austerlitz in 1805. An alternative hypothesis, that they are the remains of soldiers who died in the Battle of Hradec Králové in 1866, was excluded by radiocarbon dating.

考古学中骨骼遗骸的年代测定是困难的,特别是在没有埋葬设备的发现中。在这种情况下,除了文学和图像来源,人类学和古病理学分析,放射性碳定年法也可以使用。我们举了一个例子,我们在布尔诺(捷克共和国)一所房子的地下室里发现的一个匿名的集体坟墓的骨骼遗骸的年代测定中使用了这个程序。根据对考古和人类学背景的评估,结合放射性碳定年法,可以得出结论,发现的骨骼遗骸很可能是1805年奥斯特里茨战役后因受伤或感染而死于临时军事医院的士兵。另一种假设是,它们是1866年赫拉德克战役中死亡的士兵遗骸Králové,但放射性碳年代测定法排除了这种假设。
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引用次数: 2
High frequency sky wave propagation during geomagnetic field reversals 地磁场倒转期间的高频天波传播
IF 0.9 4区 地球科学 Q4 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2019-12-20 DOI: 10.1007/s11200-019-1154-2
Mariano Fagre, Bruno S. Zossi, Erdal Yiğit, Hagay Amit, Ana G. Elias
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引用次数: 3
Estimating a combined Moho model for marine areas via satellite altimetric - gravity and seismic crustal models 利用卫星测高重力和地震地壳模型估算海洋区域的联合莫霍模型
IF 0.9 4区 地球科学 Q4 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2019-12-05 DOI: 10.1007/s11200-019-1067-0
Majid Abrehdary, Lars E. Sjöberg

Isostasy is a key concept in geoscience in interpreting the state of mass balance between the Earth’s lithosphere and viscous asthenosphere. A more satisfactory test of isostasy is to determine the depth to and density contrast between crust and mantle at the Moho discontinuity (Moho). Generally, the Moho can be mapped by seismic information, but the limited coverage of such data over large portions of the world (in particular at seas) and economic considerations make a combined gravimetric-seismic method a more realistic approach. The determination of a high-resolution of the Moho constituents for marine areas requires the combination of gravimetric and seismic data to diminish substantially the seismic data gaps. In this study, we estimate the Moho constituents globally for ocean regions to a resolution of 1° × 1° by applying the Vening Meinesz-Moritz method from gravimetric data and combine it with estimates derived from seismic data in a new model named COMHV19. The data files of GMG14 satellite altimetry-derived marine gravity field, the Earth2014 Earth topographic/bathymetric model, CRUST1.0 and CRUST19 crustal seismic models are used in a least-squares procedure. The numerical computations show that the Moho depths range from 7.3 km (in Kolbeinsey Ridge) to 52.6 km (in the Gulf of Bothnia) with a global average of 16.4 km and standard deviation of the order of 7.5 km. Estimated Moho density contrasts vary between 20 kg m-3 (north of Iceland) to 570 kg m-3 (in Baltic Sea), with a global average of 313.7 kg m-3 and standard deviation of the order of 77.4 kg m-3. When comparing the computed Moho depths with current knowledge of crustal structure, they are generally found to be in good agreement with other crustal models. However, in certain regions, such as oceanic spreading ridges and hot spots, we generally obtain thinner crust than proposed by other models, which is likely the result of improvements in the new model. We also see evidence for thickening of oceanic crust with increasing age. Hence, the new combined Moho model is able to image rather reliable information in most of the oceanic areas, in particular in ocean ridges, which are important features in ocean basins.

均衡说是地球科学中解释地球岩石圈和粘性软流圈之间物质平衡状态的一个关键概念。一个比较令人满意的地壳均衡测试是确定莫霍不连续(Moho)的地壳和地幔的深度和密度对比。一般来说,莫霍河可以通过地震信息来绘制,但是这种数据在世界大部分地区(特别是在海上)的覆盖范围有限,再加上经济方面的考虑,使得重力-地震相结合的方法成为更现实的方法。确定海洋区域的高分辨率莫霍成分需要将重力和地震数据结合起来,以大大减少地震数据的差距。在这项研究中,我们采用Vening Meinesz-Moritz方法对全球海洋区域的莫霍成分进行了1°× 1°的分辨率估计,并将其与新模型COMHV19中地震数据的估计相结合。采用最小二乘法分析了GMG14卫星测高海洋重力场数据文件、Earth - 2014地球地形/水深模型、甲壳1.0和甲壳19地壳地震模型。数值计算结果表明,莫霍深度范围为7.3 km(科尔拜因西海岭)~ 52.6 km(波黑湾),全球平均深度为16.4 km,标准差为7.5 km。估计的莫霍密度差异从20 kg m-3(冰岛北部)到570 kg m-3(波罗的海)不等,全球平均值为313.7 kg m-3,标准偏差为77.4 kg m-3。将计算得到的莫霍深度与目前已知的地壳结构进行比较,通常发现它们与其他地壳模型吻合得很好。然而,在某些区域,如海洋扩张脊和热点,我们通常得到比其他模式所建议的更薄的地壳,这可能是新模式改进的结果。我们也看到了海洋地壳随着年龄增长而变厚的证据。因此,新的组合Moho模式能够在大多数海洋区域,特别是在洋脊这一海洋盆地的重要特征上成像相当可靠的信息。
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引用次数: 2
期刊
Studia Geophysica et Geodaetica
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