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Application of Pattern Recognition Methods to Study Spatial Localization of Polymetallic Mineralization in the Altai–Sayan Region 应用模式识别方法研究阿尔泰-萨彦地区多金属矿化的空间定位
IF 0.9 4区 地球科学 Q4 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-11-22 DOI: 10.1134/S1069351324700824
A. I. Gorshkov, O. V. Novikova, A. I. Livinskii

Abstract—The Altai–Sayan mountain-folded belt is analyzed with the purpose of (1) revealing peculiarities of localization of large-scale polymetallic mineralization in the lineament-block structure of the region and (2) determining the geophysical and geomorphic peculiarities of the locations of these deposits using the Cora-3 pattern recognition algorithm. The lineament-block structure of the region is determined using morphostructural zoning. A spatial correlation between large and superlarge polymetallic deposits and morphostructural nodes is revealed. Based on this correlation, a dichotomy problem is solved, which is to divide the entire set of nodes in the region into two classes—ore-bearing and non-ore bearing. For this purpose, we used the Cora-3 logical recognition algorithm with training, for which the input data are geomorphological and geophysical parameters of the nodes. The training set of the algorithm was composed of the nodes where large and superlarge polymetal deposits are known. At the training stage, the algorithm identified the sets of the characteristic features that are peculiar to each class. Based on these features, all the nodes in the region were divided into ore-bearing and non-ore-bearing ones. As a result of recognition, the nodes in which deposits of the considered types and sizes are known were classified as ore-bearing, and, in addition to them, another 11 nodes were identified that meet the features determined in the work and can be considered potentially ore-bearing.

摘要 对阿尔泰-萨彦山地褶皱带进行分析的目的是:(1) 揭示该地区线状块体结构中大规模多金属矿化位置的特殊性;(2) 利用 Cora-3 模式识别算法确定这些矿床位置的地球物理和地貌特殊性。该地区的线状块体结构是通过形态构造分区确定的。揭示了大型和超大型多金属矿床与形态构造节点之间的空间相关性。根据这种相关性,我们解决了一个二分法问题,即把该地区的所有节点分为两类--含矿和不含矿。为此,我们使用了带有训练的 Cora-3 逻辑识别算法,其输入数据为节点的地貌和地球物理参数。该算法的训练集由已知存在大型和超大型多金属矿床的节点组成。在训练阶段,该算法确定了每一类特有的特征集。根据这些特征,该区域的所有节点都被分为含矿和不含矿节点。识别的结果是,已知矿藏类型和规模的节点被归类为含矿节点,除此之外,还识别出另外 11 个节点,这些节点符合工作中确定的特征,可被视为潜在含矿节点。
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引用次数: 0
Parameters of the Seismic Regime of the Eastern Sector of the Arctic Zone of the Russian Federation 俄罗斯联邦北极区东段地震带参数
IF 0.9 4区 地球科学 Q4 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-11-22 DOI: 10.1134/S1069351324700770
I. A. Vorobieva, P. N. Shebalin, A. D. Gvishiani, B. A. Dzeboev, B. V. Dzeranov, P. A. Malyutin

This work constructs a seismic regime model for the eastern sector of the Arctic Zone of the Russian Federation (AZRF) based on a newly developed, comprehensive integral earthquake catalog for the region, using a uniform magnitude scale from 1980 to 2020. The model parameters are calculated using a novel high-contrast mean-position method, where values are determined within large-radius circles but are assigned to the mean position of epicenters. A quantitative verification method, the L-test, based on the likelihood function, demonstrates that the model aligns well with the initial data. The magnitude–frequency distribution reconstructed from the model corresponds well with observations, both in terms of slope and the number of earthquakes. The epicenters of the largest earthquakes (M ≥ 6) from both the 1982–2020 period and the 1900–1981 period, according to the Kondorskaya–Shebalin catalog, are located in areas with high expected recurrence of such earthquakes as calculated by the model.

这项研究以新开发的俄罗斯联邦北极区(AZRF)东部地区综合地震目录为基础,采用 1980 年至 2020 年统一震级标度,构建了该地区的地震机制模型。模型参数的计算采用了一种新颖的高对比度平均位置法,即在大半径圈内确定数值,但将其分配到震中的平均位置。基于似然函数的定量验证方法 L 检验表明,模型与初始数据十分吻合。根据模型重建的震级-频率分布在斜率和地震次数方面都与观测结果十分吻合。根据 Kondorskaya-Shebalin 目录,1982-2020 年期间和 1900-1981 年期间最大地震(震级≥6 级)的震中都位于模型计算出的此类地震预期重现率较高的地区。
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引用次数: 0
A Study of Seismic Cycles of the Strongest Earthquakes in Subduction Zones by Satellite Geodesy Methods 利用卫星大地测量方法研究俯冲带最强地震的地震周期
IF 0.9 4区 地球科学 Q4 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-11-22 DOI: 10.1134/S1069351324700745
I. S. Vladimirova

The work is devoted to modeling and studying geodynamic processes occurring in the vicinity of focal zones of the strongest (M ≥ 8) subduction earthquakes at different stages of the seismic cycle based on satellite geodesy data. The processes of preparation and implementation of a number of powerful events that occurred in the Kuril–Kamchatka, Chilean, Japanese, and Aleutian subduction zones at the beginning of the 21st century were studied. Clear spatial relationships have been identified between geodynamic processes occurring at different stages of the seismic cycle. It is shown that structural inhomogeneities of the geoenvironment have a direct impact on the processes of accumulation and release of elastic stresses.

这项工作致力于以卫星大地测量数据为基础,对地震周期不同阶段发生在最强(M ≥ 8)俯冲地震焦点区附近的地球动力过程进行建模和研究。研究了 21 世纪初在千岛-堪察加半岛、智利、日本和阿留申俯冲带发生的一系列强震的准备和实施过程。在地震周期的不同阶段发生的地球动力过程之间存在明显的空间关系。研究表明,地质环境结构的不均匀性对弹性应力的积累和释放过程有直接影响。
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引用次数: 0
Features of Seismicity Anomalies before Strong Earthquakes in California 加利福尼亚强震前的地震异常特征
IF 0.9 4区 地球科学 Q4 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-11-22 DOI: 10.1134/S1069351324700782
A. A. Petrushov, V. B. Smirnov, V. O. Mikhailov, S. A. Fomina

Before the 15 strongest earthquakes in California with magnitudes (M geqslant 6.5) from 1984 to 2023, an analysis of seismicity anomalies was conducted using two parameters: the b-value and the RTL function. Spatiotemporal anomalous areas were identified based on known precursors for these parameters. The values of tuning coefficients for the calculation algorithms and catalog filtering parameters selected for the analysis of each earthquake are presented. Characteristics of the anomalies were determined, including their duration, size, and distance from the center of the anomaly to the earthquake epicenter. A comparison of anomaly durations revealed that, for most earthquakes, RTL parameter anomalies occur earlier than b-value anomalies. This sequence of anomaly occurrence differs from the sequence found by the authors previously when analyzing strong earthquakes in subduction zones and rift zones. A significant portion of the earthquakes studied in California occur with a delay of several months after the completion of the bay-like anomalies of the RTL parameter, which reflect the end of the formation of a metastable region in the medium. Meanwhile, abnormally low values of b-value persist until the moment of the earthquake.

在1984年至2023年加州发生的15次震级为6.5级的最强地震之前,使用两个参数对地震异常进行了分析:b值和RTL函数。根据这些参数的已知前兆确定了时空异常区域。文中介绍了计算算法的调整系数值以及为分析每一次地震而选择的目录过滤参数。确定了异常的特征,包括异常的持续时间、大小以及异常中心到震中的距离。对异常持续时间的比较显示,在大多数地震中,RTL 参数异常发生的时间早于 b 值异常。这种异常出现的顺序与作者之前分析俯冲带和断裂带强震时发现的顺序不同。在加利福尼亚研究的地震中,有相当一部分是在 RTL 参数的海湾状异常完成后延迟几个月才发生的,这反映了介质中一个易变区的形成已经结束。同时,b 值的异常低值一直持续到地震发生的那一刻。
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引用次数: 0
Electromagnetic Trigger Effects in the Ionosphere–Atmosphere–Lithosphere System and Their Possible Use for Short-Term Earthquake Forecasting 电离层-大气层-岩石圈系统中的电磁触发效应及其在短期地震预报中的可能用途
IF 0.9 4区 地球科学 Q4 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-11-22 DOI: 10.1134/S1069351324700800
V. A. Novikov, V. M. Sorokin

Previously conducted numerical studies of the influence of class X solar flares on seismic activity have shown that the absorption of X-ray radiation from a solar flare in the ionosphere can cause pulsations of the geomagnetic field up to 100 nT and the corresponding generation of telluric currents in faults in the Earth’s crust with a density of up to 10–6 A/m2, which is comparable to the current density created in the Earth’s crust by artificial pulse sources and leading to the initiation of weak earthquakes in the Pamirs and Northern Tien Shan. To verify these numerical results, an analysis was conducted of the possible impact of the 50 strongest class X flares (1997–2023) on both global seismic activity and earthquake-preparation zones located only on the illuminated part of the globe. The method of superimposing epochs has established an increase in number of earthquakes M ≥ 4.5 within 10 days after a solar flare, especially in the area with a radius of 5000 km around the subsolar point (up to 68% for flare class >X5), compared to the same period before it. Analysis of aftershock activity of the strong Sumatra–Andaman earthquake (M = 9.1, December 26, 2004) showed that the number of aftershocks with magnitude M ≥ 2.5 increased more than 17 times after the X10.1 class solar flare (January 20, 2005) with a delay of 7–8 days. In addition, it has been shown that solar flares of class X2.3 and M3.64, which occurred after the Darfield earthquake (M = 7.1, September 3, 2010, New Zealand), in the area of subsolar points of which the aftershock zone was located, probably caused three strong aftershocks (M6.3, M5.2, and M5.9) with the same delay of 6 days on the Port Hills fault, which is the most sensitive to external electromagnetic influences in terms of its electrical conductivity and orientation. Taking into account the concept of earthquake forecasting based on trigger effects proposed by G.A. Sobolev, the possibility is discussed of using the obtained results for short-term forecasting as additional information along with known precursors.

以前对 X 级太阳耀斑对地震活动的影响进行的数值研究表明,电离层吸收太阳耀斑的 X 射线辐射可引起高达 100 nT 的地磁场脉动,并相应地在地壳断层中产生密度高达 10-6 A/m2 的碲电流,这与人工脉冲源在地壳中产生的电流密度相当,并导致帕米尔高原和北天山地区发生微弱地震。为了验证这些数值结果,我们分析了 50 个最强的 X 级耀斑(1997-2023 年)对全球地震活动和仅位于地球受照部分的地震准备区可能产生的影响。通过叠加历时的方法确定,与太阳耀斑发生前的同期相比,太阳耀斑发生后 10 天内 M≥4.5 的地震数量有所增加,特别是在太阳系下点周围半径为 5000 公里的区域(耀斑等级 X5 的地震发生率高达 68%)。对苏门答腊-安达曼强震(M=9.1,2004 年 12 月 26 日)的余震活动分析表明,在 X10.1 级太阳耀斑(2005 年 1 月 20 日)发生后,M 级≥2.5 的余震次数增加了 17 倍以上,延迟时间为 7-8 天。此外,在达菲尔德地震(M=7.1,2010 年 9 月 3 日,新西兰)后发生的 X2.3 级和 M3.64 级太阳耀斑也表明,在余震区所在的太阳系下点区域,可能引起了波特希尔斯断层的三次强烈余震(M6.3、M5.2 和 M5.9),其延迟时间同样为 6 天,而波特希尔斯断层在导电性和方向上对外部电磁影响最为敏感。考虑到 G.A. Sobolev 提出的基于触发效应的地震预报概念,讨论了将所获结果作为已知前兆的补充信息用于短期预报的可能性。
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引用次数: 0
Paleomagnetism and Geochronology of 2.68 Ga Dyke from Murmansk Craton, NE Fennoscandia: New Data for Earth’s Magnetic Field Regime in the Neoarchean 来自芬诺斯坎迪亚东北部摩尔曼斯克克拉通的 2.68 Ga 堤的古地磁学和地质年代学:新元古代地球磁场机制的新数据
IF 0.9 4区 地球科学 Q4 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-09-30 DOI: 10.1134/S1069351324700538
R. V. Veselovskiy, A. V. Samsonov, A. V. Stepanova, Yu. O. Larionova, A. A. Arzamastsev, A. V. Travin, S. V. Egorova, K. G. Erofeeva, A. A. Kosterov, V. V. Shcherbakova, V. P. Shcherbakov, G. V. Zhidkov, V. S. Zakharov

We present new results of geochronological, rock magnetic, paleomagnetic and paleointensity studies of the olivine gabbro dyke located at the northern part of the Murmansk craton, NE Fennoscandia (the Kola Peninsula). According to its geochemistry, petrographic and geochronology features, the dyke belongs to the 2.68 Ga dyke swarm, as confirmed by Sm-Nd mineral isochron. We find a significant difference in the rock magnetic and paleomagnetic characteristics of the central and marginal parts of the dyke, which is independently supported by petrography and geochemistry. It is shown that the rocks of the central part of the dyke retained not only their primary mineral composition, but also the primary component of the natural remanent magnetization. We use its direction to determine the 2.68 Ga virtual geomagnetic pole for the Murmansk craton: Slat = 68.64292° N, Slong = 37.7945° E, N = 41 specimens, Plat = –73.5°, Plong = 138.9°, dp/dm = 3.2°/3.4°, paleolat = –65.9°. We also obtain reliable estimates (17 samples) of the Earth’s magnetic field intensity at ca. 2.68 Ga: VDM value is found to be 1.85 × 1022 A m2 corresponding to the geomagnetic field several times weaker than the present-day field.

我们介绍了对位于芬诺斯康迪亚东北部摩尔曼斯克克拉通北部(科拉半岛)的橄榄石辉长岩堤进行地质年代、岩石磁性、古地磁和古强度研究的新结果。根据其地球化学、岩相学和地质年代学特征,该堤坝属于 2.68 Ga 堤坝群,Sm-Nd 矿物等时线证实了这一点。我们发现堤坝中心部分和边缘部分的岩石磁性和古地磁特征存在明显差异,岩石学和地球化学也独立地证实了这一点。结果表明,堤坝中央部分的岩石不仅保留了其主要矿物成分,还保留了天然剩磁的主要成分。我们利用其方向确定了摩尔曼斯克克拉通的 2.68 Ga 虚拟地磁极:Slat = 68.64292° N,Slong = 37.7945° E,N = 41 标本,Plat = -73.5°,Plong = 138.9°,dp/dm = 3.2°/3.4°,paleolat = -65.9°。我们还获得了约 2.68 Ga 时地球磁场强度的可靠估计值(17 个样本):发现 VDM 值为 1.85 × 1022 A m2,对应的地磁场比现在的地磁场弱几倍。
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引用次数: 0
Peculiarities of Correlation Processing of Pseudo Noise Signals in Controlled-Source Electromagnetic Instruments 可控源电磁仪器中伪噪声信号相关处理的特殊性
IF 0.9 4区 地球科学 Q4 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-09-30 DOI: 10.1134/S1069351324700678
V. V. Bobrovskii

Abstract—The paper presents the algorithm for eliminating structured noise (SN) appearing in the transient electromagnetic (TEM) response curves during correlation processing of recorded pseudo noise signals. The algorithm is based on the detection and elimination of pulses of structured noise (SNP) with energies exceeding optimal detection threshold (calculated from the TEM curve) against the background of the smoothly (slowly) varying TEM sounding signal. The method provides reliable SNP detection with high correct recognition and low false alarm rate as well the subsequent elimination of SN field from the recorded TEM curves. For automatic calculation of SNP optimal detection threshold, it is proposed to use the criterion that the noise and interference signals remaining in the TEM curve after SNP removal are maximally close to normal distribution. Selection and setting of the optimal detection threshold is performed by successive sweep through its values (from maximum to minimum) with a given step which determines the accuracy of detection threshold. The procedure of selecting the detection threshold is reduced to finding, at each step, the maximum value of the Pearson correlation coefficient between the probability density distribution functions of amplitudes of noise and interference signals remaining in TEM curve after SN removal and the calculated normal distribution. This approach has made data processing maximally automated and increased its speed, which is very important in the field work. The algorithm was tested on TEM signals recorded at Chunkurchak experimental site in the field work with electromagnetic measurement system using pseudo noise signals (EMS PNS). Application of the algorithm has significantly improved (approximately by a factor of 450) the signal to noise ratio in the TEM response curve in the interval of late times.

摘要--本文介绍了在对记录的伪噪声信号进行相关处理时消除瞬态电磁(TEM)响应曲线中出现的结构噪声(SN)的算法。该算法的基础是在平滑(缓慢)变化的 TEM 探测信号背景下,检测并消除能量超过最佳检测阈值(根据 TEM 曲线计算得出)的结构化噪声(SNP)脉冲。该方法可提供可靠的 SNP 检测,识别正确率高,误报率低,并可从记录的 TEM 曲线中消除 SN 场。为了自动计算 SNP 的最佳检测阈值,建议使用以下标准:去除 SNP 后,TEM 曲线中剩余的噪声和干扰信号最大程度地接近正态分布。最佳检测阈值的选择和设置是通过连续扫描其值(从最大值到最小值)来完成的,其给定的步长决定了检测阈值的精度。选择检测阈值的程序简化为在每一步找到去除 SN 后 TEM 曲线中剩余噪声和干扰信号振幅的概率密度分布函数与计算出的正态分布之间的最大皮尔逊相关系数值。这种方法最大限度地实现了数据处理的自动化,并提高了速度,这在现场工作中非常重要。该算法在 Chunkurchak 试验场地利用伪噪声信号(EMS PNS)电磁测量系统记录的 TEM 信号上进行了测试。该算法的应用极大地提高了(大约提高了 450 倍)TEM 反应曲线在后期时间间隔内的信噪比。
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引用次数: 0
On the Spectrum of Geomagnetic Variations Accompanying Jerks 关于伴随飓风的地磁变化频谱
IF 0.9 4区 地球科学 Q4 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-09-30 DOI: 10.1134/S1069351324700617
S. A. Riabova, S. L. Shalimov

Abstract—Based on the data of several spaced magnetic stations, the spectrum of geomagnetic variations is studied in the range of periods from two to 40 years. Special attention is paid to spectral features in the supposed range of action of intraterrestrial processes that cause geomagnetic jerks. It is shown that the detected spectral peak in the vicinity of the period of 6.5 years aligns with the previously revealed recurrence pattern of jerks with a period of three to four years; however, this peak is absent in the spectrum of solar activity. The possible wave mechanisms of the occurrence of jerks and their 6-year quasi-periodicity caused by known types of magnetohydrodynamic waves in the liquid core of the Earth, are considered, and it is shown that they are not sufficiently convincing in reproducing observations of jerks.

摘要 根据几个间隔磁力站的数据,研究了从 2 年到 40 年周期范围内的地磁变化频谱。研究特别关注了造成地磁颠簸的地内过程的假定作用范围内的频谱特征。结果表明,在 6.5 年周期附近检测到的光谱峰值与之前揭示的 3 至 4 年周期的地磁骤变复发模式一致;然而,在太阳活动光谱中却没有这个峰值。研究考虑了地球液态内核中已知类型的磁流体动力波可能引起的跃迁及其 6 年准周期性的波机制,结果表明,这些机制在再现跃迁观测结果方面没有足够的说服力。
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引用次数: 0
The Structure of the Tectonosphere of the Meteor and Islas Orcadas Rises Based on the Analysis of Potential Fields 基于势场分析的流星和奥卡达斯群岛海隆构造层结构
IF 0.9 4区 地球科学 Q4 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-09-30 DOI: 10.1134/S106935132470068X
D. A. Ryzhova, M. V. Kosnyreva, E. P. Dubinin, A. A. Bulychev

AbstractThe features of potential fields characterizing the Islas Orcadas and Meteor undersea rises located in the South Atlantic are considered. The rises are located at approximately the same distance to the west and to the east from the axis of the southern segment of the Mid-Atlantic Ridge. Density modeling along the profiles intersecting the rises was carried out. The analysis of potential fields and the results of density modeling shows a generally similar structure of the crust and lithosphere of the Islas Orcadas Rise and the Meteor Rise, which supports the common nature of their formation as a result of the splitting of the lithosphere of the small Agulhas plate due to kinematic restructuring, which led to the extinction of the Agulhas Ridge and formation of the southern segment of the Mid-Atlantic Ridge. However, some features in the density structure of these rises, both along their north-south trend where the influence of hot spots on the heating of the mantle is particularly evident, and along the conjugate profiles, indicate an asymmetric structure of the rises during the initial stage of their formation.

摘要 研究了南大西洋奥卡达斯岛和流星岛海底隆起的势场特征。这两个海隆距大西洋中脊南段轴线的西侧和东侧距离大致相同。沿与海隆相交的剖面进行了密度建模。势场分析和密度建模结果表明,奥卡达斯群岛海隆和流星海隆的地壳和岩石圈结构大体相似,这支持了它们形成的共同性质,即阿古哈斯小板块的岩石圈因运动重组而分裂,导致阿古哈斯海脊消亡和大西洋中脊南段形成。然而,这些隆起的密度结构中的一些特征,无论是沿其南北走向(热点对地幔加热的影响特别明显),还是沿共轭剖面,都表明隆起在其形成的初始阶段具有不对称结构。
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引用次数: 0
On Fluid-Metamorphic Regime of Deep Fault Zones, in Connection with “Topical Issues in Hydrogeology of Seismogenic Fault Zones” by G. G. Kocharyan and I. V. Shatunov 论深层断层带的流体-变质机制,与 G. G. Kocharyan 和 I. V. Shatunov 的 "成震断层带水文地质学的热点问题 "相关联
IF 0.9 4区 地球科学 Q4 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-09-30 DOI: 10.1134/S1069351324700605
M. V. Rodkin

Abstract—In many aspects, the deep fluid regime plays a key role in seismicity, aseismic deformation of the lithosphere, and ore and oil genesis processes. An informative detailed analysis of the hydrogeology of shallow fault zones is presented in (Kocharyan and Shatunov, 2024), where it is noted that little is known about the character of the fluid dynamics of deep faults. This paper focuses mainly on the challenges of describing deep fault zones and highlights a number of inconsistencies that arise in this consideration. It is shown that the difficulties inherent in such a description are largely overcome by accounting for the processes of metamorphism and associated anomalies in the physical properties of the Earth’s interior. Further refinement is given to the proposition that earthquakes occurring at different depths have different physical mechanisms.

摘要 在许多方面,深层流体机制在地震、岩石圈无震变形以及矿石和石油成因过程中起着关键作用。Kocharyan 和 Shatunov,2024 年)对浅层断层带的水文地质学进行了翔实详细的分析,指出人们对深层断层的流体动力学特征知之甚少。本文主要侧重于描述深部断层带所面临的挑战,并强调了在这一考虑过程中出现的一些不一致之处。本文表明,通过考虑变质过程和地球内部物理性质的相关异常现象,可以在很大程度上克服这种描述中固有的困难。进一步完善了在不同深度发生的地震具有不同物理机制的命题。
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引用次数: 0
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Izvestiya, Physics of the Solid Earth
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