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Ionospheric precursors of strong earthquakes observed using six GNSS stations data during continuous five years (2011–2015) 连续五年(2011-2015年)使用六个全球导航卫星系统台站数据观测到的强震电离层前兆
IF 2.4 4区 地球科学 Q2 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-01-01 DOI: 10.1016/j.geog.2022.04.002
H.E. Eshkuvatov , B.J. Ahmedov , Y.A. Tillayev , M. Arslan Tariq , M. Ali Shah , Libo Liu

This study reports the morphological characteristics of anomalous variations in Global Navigation Satellite System Total Electron Content (GNSS-TEC) prior to the strong local earthquakes (EQ) that occurred during the period of 2011–2015. We have analyzed 20 earthquakes of magnitude M ≥ 5.6. A statistical technique is implemented on the data of six GNSS stations located in Tashkent, Kitab, and Maidanak in Uzbekistan, and Islamabad, Multan, Quetta in Pakistan. The results show continuous anomalous variations in TEC during 24 h before the occupancy of local earthquakes. It is shown that the precursors before the occurrence of strong earthquakes, in particular of magnitude 5.7, 7.7, 7.5, 7.8 and 7.3 are detected near Eastern Uzbekistan (26 May 2013), Southwestern Pakistan (24 September 2013), Hindukush region of Afghanistan (26 October 2015), and Central Nepal (25 April 2015) and (12 May 2015), respectively. The ionospheric anomalies appearing before the strong earthquakes at six GNSS stations are registered in 14 cases (70%) out of 20 selected EQs. It is depicted that anomalies referred to as ionospheric precursors appeared about 1–7 days prior to the occurrence of strong earthquakes.

本文报道了2011-2015年强震前全球导航卫星系统总电子含量(GNSS-TEC)异常变化的形态特征。我们分析了20次震级≥5.6的地震。对位于乌兹别克斯坦塔什干、基塔布和迈达纳克以及巴基斯坦伊斯兰堡、木尔坦和奎达的六个GNSS站的数据实施了统计技术。结果表明,在局地地震发生前24 h, TEC呈连续异常变化。研究表明,在乌兹别克斯坦东部(2013年5月26日)、巴基斯坦西南部(2013年9月24日)、阿富汗兴都库什地区(2015年10月26日)和尼泊尔中部(2015年4月25日)和(2015年5月12日)附近分别检测到强震发生前的前兆,特别是5.7、7.7、7.5、7.8和7.3级地震。在选定的20个eq中,有14个(70%)在6个GNSS站点记录了出现在强震前的电离层异常。据描述,被称为电离层前兆的异常在强震发生前约1-7天出现。
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引用次数: 5
The influence of pressure waves in tidal gravity records 重力潮汐记录中压力波的影响
IF 2.4 4区 地球科学 Q2 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-01-01 DOI: 10.1016/j.geog.2022.07.005
Bernard Ducarme

For the reduction of atmospheric effects, observed gravity has initially been corrected by using the computed barometric admittance k of the in situ measured pressure, expressed in nms−2/hPa units and estimated by least squares method. However, the local pressure changes alone cannot account for the atmospheric mass attraction and loading when the coherent pressure field exceeds a specific size, i.e., with increasing periodicities. To overcome this difficulty, it is necessary to compute the total atmospheric effect at each station using the global pressure field. However, the direct subtraction of the total gravity effect, provided by the models of pressure correction, is not yet satisfactory for S2 and other tidal components, such as K2 and P1, which include solar heating pressure tides. This paper identifies the origin of the problem and presents strategies to obtain a satisfactory solution.

First, we set up a difference vector between the tidal factors of M2 and S2 after correction of the pressure and ocean tides effects. This vector, hereafter denoted as RES, presents the advantage of being practically insensitive to calibration errors. The minimum discrepancy between the tidal parameters of M2 and S2 corresponds to the minimum of the RES vector norm d.

Secondly we adopt the hybrid pressure correction method, separating the local and the global pressure contribution of the models and replacing the local contribution by the pressure measured at the station multiplied by an admittance kATM.

We tested this procedure on 8 stations from the IGETS superconducting gravimeters network (former GGP network). For stations at an altitude lower than 1000 m, the value of dopt is always smaller than 0.0005. The discrepancy between the tidal parameters of the M2 and S2 waves is always lower than 0.05% on the amplitude factors and 0.025° on the phases. For these stations, a correlation exists between the altitude and the value kopt. The results at the three Central European stations Conrad, Pecny and Vienna are in excellent agreement (0.05%) with the DDW99NH model for all the main tidal waves.

为了减少大气效应,观测到的重力最初已通过使用原位测量压力的计算气压导纳k进行校正,以nms−2/hPa单位表示,并通过最小二乘法估计。然而,当相干压力场超过一定尺寸时,即周期性增加时,仅局部压力变化不能解释大气质量的吸引和载荷。为了克服这一困难,有必要利用全球压力场计算每个站的总大气效应。然而,对于S2和其他潮汐分量,如K2和P1,其中包括太阳加热压力潮,压力校正模型提供的直接减去总重力效应还不能令人满意。本文指出了问题的根源,并提出了获得满意解决方案的策略。首先,对压力和海潮效应进行校正后,建立M2和S2潮汐因子差向量。该矢量(以下记为RES)具有对校准误差不敏感的优点。M2和S2潮汐参数差值的最小值对应于RES矢量范数d的最小值。其次,采用混合压力校正方法,分离模型的局部和全局压力贡献,用站内实测压力乘以导纳kATM代替局部压力贡献。我们在IGETS超导重力仪网络(原GGP网络)的8个台站上测试了该程序。对于海拔低于1000m的台站,采用的值始终小于0.0005。M2波和S2波的潮汐参数在振幅因子上的差异小于0.05%,在相位上的差异小于0.025°。对于这些台站,海拔高度与kopt值之间存在相关性。在康拉德、佩尼和维也纳三个中欧台站的结果与DDW99NH模型对所有主要潮汐波的预测结果非常吻合(0.05%)。
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引用次数: 3
A review of tidal triggering of global earthquakes 全球地震潮汐触发研究综述
IF 2.4 4区 地球科学 Q2 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-01-01 DOI: 10.1016/j.geog.2022.06.005
Ruyu Yan , Xiaodong Chen , Heping Sun , Jianqiao Xu , Jiangcun Zhou

Earthquake prediction remains a challenging and difficult task for scientists all over the world. The tidal triggering of earthquakes is being proven by an increasing number of investigations, most of which have shown that earthquakes are positively correlated with tides, and thus, tides provide a potential tool for earthquake prediction, especially for imminent earthquakes. In this study, publications concerning the tidal triggering of earthquakes were compiled and analyzed with regard to global earthquakes, which were classified into three main types: tectonic, volcanic, and slow earthquakes. The results reveal a high correlation between tectonic earthquakes and tides (mainly for semidiurnal and diurnal tides; 14-day tides) before and after the occurrence of significant earthquakes. For volcanic earthquakes, observations of volcanoes on the seafloor and land indicate that volcanic earthquakes in near-shore volcanic areas and mid-ocean ridges have a strong correlation with tidal forces, mostly those with semidiurnal and diurnal periods. For slow earthquakes, the periodicity of the tremor duration is highly correlated with semidiurnal and diurnal tides. In conclusion, the tidal triggering of these three types of earthquakes makes a positive contribution to earthquake preparation and understanding the triggering mechanism, and thus, the prediction of these types of earthquakes should be investigated. However, there are still several inadequacies on this topic that need to be resolved to gain a definitiveanswer regarding the tidal triggering of all earthquakes. The main inadequacies are discussed in this paper from our point of view.

地震预测对世界各地的科学家来说仍然是一项具有挑战性和困难的任务。越来越多的研究证实了潮汐对地震的触发作用,其中大多数研究表明,地震与潮汐正相关,因此,潮汐为地震预测提供了一个潜在的工具,特别是对即将发生的地震。本文对全球地震中潮汐触发地震的相关文献进行了整理和分析,将全球地震分为构造地震、火山地震和慢震三种主要类型。结果表明,构造地震与潮汐(主要为半日潮和日潮)具有高度的相关性;大地震发生前后的14天潮汐)。对于火山地震,海底和陆地上的火山观测表明,近岸火山区和洋中脊的火山地震与潮汐力有很强的相关性,主要是具有半日和日周期的潮汐力。对于慢震,地震持续时间的周期性与半日潮和日潮高度相关。综上所述,这三种类型地震的潮汐触发对地震准备和了解触发机制有积极的贡献,因此,这三种类型地震的预测应进行研究。然而,在这个问题上仍有一些不足之处需要解决,以获得关于潮汐触发所有地震的明确答案。本文从我们的角度讨论了主要的不足之处。
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引用次数: 7
Analysis of coordinate time series of DORIS stations on Eurasian plate and the plate motion based on SSA and FFT 基于SSA和FFT的欧亚板块DORIS站坐标时间序列与板块运动分析
IF 2.4 4区 地球科学 Q2 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-01-01 DOI: 10.1016/j.geog.2022.05.001
Qiaoli Kong , Linggang Zhang , Jingwei Han , Changsong Li , Wenhao Fang , Tianfa Wang

This study focuses on analyzing the time series of DORIS beacon stations and plate motion of the Eurasian plate by applying Singular Spectrum Analysis (SSA) and Fast Fourier Transform (FFT). First, the rend terms and periodic signals are accurately separated by SSA, then, the periodic seasonal signals are detected using SSA, and finally, the main components of the time series are reconstructed successfully. The test results show that the nonlinear trends and seasonal signals of DORIS stations are detected successfully. The periods of the seasonal signals detected are year, half-year, and 59 days, etc. The contribution rates and slopes in E, N, and U directions of the trend items of each beacon station after reconstruction are obtained by least-square fitting. The velocities of these stations are compared with those provided by the GEODVEL2010 model, and it is found that they are in good agreement except the DIOB, MANB, and PDMB stations. Based on the DORIS coordinate time series, the velocity field on the Eurasian plate is constructed, and the test shows that the Eurasian plate moves eastward as a whole with an average velocity of 24.19 ± 0.11 mm/y in the horizontal direction, and the average velocity of it is 1.74 ± 0.07 mm/y in the vertical direction.

本文利用奇异频谱分析(SSA)和快速傅立叶变换(FFT)对欧亚板块多丽丝信标站的时间序列和板块运动进行了分析。首先利用SSA精确分离趋势项和周期信号,然后利用SSA检测周期季节信号,最后成功重构时间序列的主要分量。试验结果表明,该方法能够成功地检测出多丽丝站的非线性趋势和季节信号。季节信号的周期有一年、半年、59天等。通过最小二乘法拟合得到重建后各信标站趋势项在E、N、U方向上的贡献率和斜率。将这些台站的速度与GEODVEL2010模型提供的速度进行比较,发现除DIOB、MANB和PDMB台站外,它们的速度一致。基于DORIS坐标时间序列,构建欧亚板块速度场,试验表明,欧亚板块整体向东移动,水平方向平均速度为24.19±0.11 mm/y,垂直方向平均速度为1.74±0.07 mm/y。
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引用次数: 5
A review of the 19th International Symposium on geodynamics and earth tide, Wuhan 2021 第19届地球动力学与地潮国际研讨会综述,武汉,2021
IF 2.4 4区 地球科学 Q2 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-01-01 DOI: 10.1016/j.geog.2022.11.003
Heping Sun , Carla Braitenberg , Wei Feng , Xiaoming Cui

Modern geodetic technologies such as high-precision ground gravity measurements, satellite gravity measurements, the global navigation satellite system, remote sensing methods, etc. provide rich observation data for monitoring various geodynamic processes of the global Earth and its surface. The 19th International Symposium on Geodynamics and Earth Tides brought together scientific researchers from 26 countries around the world, shared the application of various measurements in different geoscience issues, covering Earth tidal deformation, oceanic and atmospheric loading effects, earthquake cycle, hydrology, Earth rotation changes, etc., and provided a precious exchange platform for global peers.

高精度地面重力测量、卫星重力测量、全球卫星导航系统、遥感方法等现代大地测量技术为监测全球地球及其表面的各种地球动力学过程提供了丰富的观测数据。第19届地球动力学与地球潮汐国际研讨会汇集了来自世界26个国家的科研人员,分享了各种测量方法在不同地球科学问题上的应用,涵盖了地球潮汐变形、海洋和大气载荷效应、地震周期、水文、地球自转变化等,为全球同行提供了宝贵的交流平台。
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引用次数: 3
Geodynamic hazards and risk assessment at the Karachaganak oil, gas, and condensate field Karachaganak油气凝析油田地球动力学危害及风险评估
IF 2.4 4区 地球科学 Q2 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-01-01 DOI: 10.1016/j.geog.2022.08.002
A. Аbetov, S. Kudaibergenova

The geodynamic hazards and risk assessment at the Karachaganak oil, gas, and condensate field (KOGCF) were explored on the northern board of the Pre-Caspian Basin to predict the consequences of the long-term exploitation of this field. We integrate multiple measurements, including repeated accurate leveling, Global Positioning System (GPS) measurements, and high precision gravimetric and seismological monitoring at the KOGCF. The results of geodynamic monitoring at the KOGCF for the first time made it possible to prove noticeable seismic deformation processes in the sedimentary cover under the influence of hydrocarbon production. The vertical displacements and horizontal movement along faults, changes in local gravity anomalies, and earthquake sources at depths comparable to hydrocarbon production intervals at the KOGCF have been identified. The maximum amplitudes of modern vertical movement of the earth's surface and the minimum values of the differently oriented horizontal movement were revealed within the projection on the ground surface of the crest of the carbonate massif (Upper Devonian-Lower Permian age). The results suggest the expansion of uneven compression in the crest of the KOGCF while tension processes occur on its periphery. There is a decrease in gravity variations in relation to the slopes of this massif in areas with active hydrocarbon production. An extended zone of high-gradient steps of ΔGa anomalies, spatially coinciding with the position of fault zones, is mapped along the periphery of the contour of production wells. In the northeastern part of the KOGCF, seismic events were registered practically in the depth intervals of the productive horizons from which hydrocarbons are produced. A spatial relationship between the seismic events and the anomalous deformation activity in the northeast KOGCF has been revealed. Consequently, the field development has provoked both intense deformation of the earth's surface and weak local seismicity.

对位于里海盆地北部的Karachaganak油气凝析油田(KOGCF)进行了地球动力学危害和风险评估,以预测该油田长期开采的后果。我们整合了多种测量,包括重复的精确水准测量,全球定位系统(GPS)测量,以及在KOGCF进行的高精度重力和地震监测。KOGCF的地球动力学监测结果首次证明了油气生产影响下沉积盖层中明显的地震变形过程。已经确定了沿断层的垂直位移和水平运动,局部重力异常的变化以及与KOGCF油气生产层段相当深度的震源。在上泥盆统—下二叠统碳酸盐岩地块顶部的地表投影范围内,揭示了现代地表垂直运动的最大值和不同方向水平运动的最小值。结果表明,在KOGCF的顶部发生不均匀压缩膨胀,而在其外围发生拉伸过程。在油气生产活跃的地区,相对于该地块的斜坡,重力变化减小。沿着生产井轮廓的外围绘制了一个高梯度台阶ΔGa异常扩展带,在空间上与断裂带的位置一致。在KOGCF的东北部,地震事件实际上记录在产油气的生产层的深度层间。揭示了东北地区地震事件与异常变形活动的空间关系。因此,该油田的开发引起了强烈的地表变形和微弱的局部地震活动。
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引用次数: 4
Observation of free oscillations after the 2010 Chile and 2011 Japan earthquakes by superconducting gravimeter in Kutch, Gujarat, India 在印度古吉拉特邦库奇用超导重力仪观测2010年智利和2011年日本地震后的自由振荡
IF 2.4 4区 地球科学 Q2 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-01-01 DOI: 10.1016/j.geog.2022.10.002
Chandra Sekhar Pedapudi , Madhusudhana Rao Katlamudi , Severine Rosat

In this paper, we present observations of free oscillations of the Earth after major earthquakes in Chile (February 27, 2010, MW8.8) and Japan (March 11, 2011, MW9.1) using data from the dual-sphere superconducting gravimeter (SG - 055), installed at Badargadh (23°0.47 N, 70°0.62 E), Kutch, Gujarat, India in March 2009. To see the noise characteristics, we calculated the power spectral density of the gravity time series of 5 quiet days in the frequency band 0.05–20 mHz using the new low noise model (NLNM) as a reference. We compared the noise level of the Badargadh site to other SG sites around the world. This shows that the Badargadh SG is in a low noise state. We find that the noise increases at frequencies below 1 mHz. Such a characteristic is also observed in Djougou (Afrique, Benin) and Strasbourg (France). Using theoretical tides for Gujarat, we estimated a scale factor of about −814 nm/s2/V for Grav1 (lower-sphere) and about −775 nm/s2/V for Grav2 (upper-sphere). We corrected the influence of atmospheric pressure from the one-second gravity data before switching to the frequency domain. We extracted a total of 53 Earth's Free Oscillations (EFO) modes during the earthquake in Japan and about 47 EFO modes during the earthquake in Chile. We are able to extract the lowest 0S2 spheroidal mode (0.30945 mHz or 54 min) and 0S0 radial mode (0.81439 mHz or 20 min). The longer time series shows individual 0S2 singlets and 0S3 (0.46855 mHz) singlets due to the Coriolis splitting effect. We cross-referenced the frequencies of these modes using the PREM model and previous global observations. The correlation coefficient between the observed and the PREM model for these two events are 0.999 for Japan earthquake and 0.993 for Chile earthquake. This validates the quality of the data useful for low-frequency studies in seismology. We also calculated the relative deviations of our observed fundamental modes with previously determined observed and theoretical values. We found that the relative deviations of our observed free oscillations do not exceed 0.5%, indicating good correlations.

在本文中,我们利用2009年3月安装在印度古吉拉特邦Kutch的Badargadh(23°0.47 N, 70°0.62 E)的双球超导重力仪(SG - 055)的数据,对智利(2010年2月27日,MW8.8)和日本(2011年3月11日,MW9.1)大地震后地球的自由振荡进行了观测。为了观察噪声特征,我们以新的低噪声模型(NLNM)为参考,计算了0.05 ~ 20 mHz频段5个安静日重力时间序列的功率谱密度。我们将巴达尔加德基地的噪音水平与世界上其他SG基地进行了比较。这表明巴达格德SG处于低噪声状态。我们发现噪声在低于1mhz的频率处增加。在朱古(非洲,贝宁)和斯特拉斯堡(法国)也观察到这种特点。利用古吉拉特邦的理论潮汐,我们估计Grav1(下球)的尺度因子约为−814 nm/s2/V, Grav2(上球)的尺度因子约为−775 nm/s2/V。在切换到频域之前,我们从一秒重力数据中校正了大气压力的影响。我们在日本地震期间共提取了53个地球自由振荡模态,在智利地震期间提取了约47个地球自由振荡模态。我们能够提取最低的0S2球面模式(0.30945 mHz或54分钟)和0S2径向模式(0.81439 mHz或20分钟)。由于科里奥利分裂效应,较长的时间序列显示单独的0S2单重波和0S3 (0.46855 mHz)单重波。我们使用PREM模式和以前的全球观测交叉参考了这些模态的频率。日本地震和智利地震与PREM模型的相关系数分别为0.999和0.993。这证实了对地震学低频研究有用的数据质量。我们还计算了观测到的基本模态与先前确定的观测值和理论值的相对偏差。我们发现,我们观察到的自由振荡的相对偏差不超过0.5%,表明良好的相关性。
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引用次数: 1
A combination of tides and nontidal variations in ocean bottom pressure may generate interannual slip fluctuations in the transition zone along a subduction plate interface 潮汐和海底压力的非潮汐变化可能会在俯冲板块界面的过渡带产生年际滑动波动
IF 2.4 4区 地球科学 Q2 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-01-01 DOI: 10.1016/j.geog.2022.09.001
Yoshiyuki Tanaka , Hiromu Sakaue , Masayuki Kano , Suguru Yabe

The tidal triggering of earthquakes has been studied for many years. The discovery of slow earthquakes in the early 2000s, including slow slip, has urged scientists to investigate the tidal responses of these earthquakes due to their sensitivity to weak stress perturbations. Previous studies have shown that slow earthquakes correlate with diurnal and semidiurnal tides and seasonal variations in surface loads more clearly than ordinary earthquakes. However, little is known about long-term responses to external stresses. In this paper, based on a widely accepted frictional law for faults, a mechanism is proposed by which nontidal variations in ocean bottom pressure, when combined with tides, promote the occurrence of slow earthquakes. Because slow earthquakes accompany a slip on the plate interface, this mechanism allows one to estimate slip modulations. A one-degree-of-freedom slip model is constructed and applied to Ise Bay in the Tonankai region of southwestern Japan, where large-scale ocean mass redistributions have occurred. The model calculated with parameters determined from the observation of tectonic tremors is quantitatively consistent with the slip during 1997–2013 inferred from GNSS data, suggesting that the decrease in the sea-level change in approximately 2006 could cause the acceleration of a slip observed after that. This result implies that the decreases in sea level in approximately 1996 and 2014 could also cause subsequent slip accelerations. These three slip acceleration periods temporally coincide with the increases in background seismicity in a shallower portion of the plate interface. These changes in seismicity are common to shallow earthquakes in the Tokai area, and a similar model can reproduce them. Further studies are expected to reveal causality between shallow earthquakes and long-term slip fluctuations based on modeling that considers changes in the frictional property along the plate interface.

地震的潮汐触发已经被研究了很多年。21世纪初发现的缓慢地震,包括缓慢滑动,促使科学家研究这些地震的潮汐反应,因为它们对弱应力扰动很敏感。以前的研究表明,慢震与日、半日潮汐和地表负荷的季节变化的关系比普通地震更明显。然而,人们对外界压力的长期反应知之甚少。本文基于一个被广泛接受的断层摩擦规律,提出了海底压力的非潮汐变化与潮汐结合时促进慢震发生的机制。因为缓慢的地震伴随着板块界面的滑动,这种机制允许人们估计滑动调制。建立了一自由度滑动模型,并将其应用于日本西南部东海地区伊势湾,该地区发生了大规模的海洋质量再分布。根据构造地震观测确定的参数计算的模型与GNSS数据推断的1997-2013年的滑动在数量上是一致的,这表明2006年前后海平面变化的减小可能导致此后观测到的滑动加速。这一结果表明,大约1996年和2014年的海平面下降也可能导致随后的滑动加速。这三个滑动加速期在时间上与板块界面较浅部分背景地震活动性的增加相吻合。这些地震活动性的变化在东海地区的浅层地震中很常见,一个类似的模型可以再现它们。进一步的研究预计将揭示浅层地震和长期滑动波动之间的因果关系,基于考虑沿板块界面摩擦特性变化的建模。
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引用次数: 3
Editorial note for the geodesy and geodynamics journal special issue contemporary research in geodynamics and earth tides - Selection from the 19th international symposium on geodynamics and earth tides, 2021, Wuhan, China 《大地测量与地球动力学》杂志特刊《地球动力学与地潮的当代研究——第19届地球动力学与地潮国际研讨会选编》,2021年,中国武汉
IF 2.4 4区 地球科学 Q2 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-01-01 DOI: 10.1016/j.geog.2022.11.002
Heping Sun , Carla Braitenberg , Wei Feng , Jean-Paul Boy , Séverine Rosat , Chengli Huang , Olivier Francis , Cheinway Hwang , Jacques Hinderer
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引用次数: 1
Insights into spatio-temporal slow slip events offshore the Boso Peninsula in central Japan during 2011–2019 using GPS data 2011-2019年利用GPS数据分析日本中部博索半岛近海的时空慢滑事件
IF 2.4 4区 地球科学 Q2 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2022-11-01 DOI: 10.1016/j.geog.2022.03.006
Meng Li , Li Yan , Zhongshan Jiang , Genru Xiao

Using Global Positioning System (GPS) coordinate time series, we detect three transient slow slip events (SSEs) offshore the Boso Peninsula in central Japan during 2011–2019. To extract the tiny SSE signals obscured by the significant post-seismic deformation after the 2011 MW9.0 Tohoku earthquake, we develop a new GPS coordinate time series processing software to obtain these SSE-induced deformations from high-noise GPS data. In addition, we apply the principal component analysis-based inversion method (PCAIM) to get the spatio-temporal slip distribution of the three SSEs. The spatio-temporal evolutions of these slips reveal that the nucleation styles are different. Compared to the 2011 and 2018 SSEs, the 2013–2014 SSE displays faster slip spatio-temporal variation, deeper slip, shorter slip duration, minor seismic moment, and lower maximum slip rate. The 2018 SSE exhibits the most significant seismic moment, the maximum slip, and the maximum slip rate of these three SSEs. The spatio-temporal variations of the 2011 SSE are the most complex, containing two acceleration and deceleration phases. The slip zone expanded along the eastern side of the Boso Peninsula in the acceleration phase and shrank back in the deceleration phase. Furthermore, the recurrence interval of SSEs spans from 2.2 to 4 years during 2011–2019, suggesting that the recurrence interval might become shorter and non-periodic due to the enormous earthquake. After the 2013–2014 SSE, the recurrence interval of the SSE gradually returns to normal. Thus, we can infer that the SSE may occur every 4–7 years after the 2018 SSE if there is no large earthquake.

利用全球定位系统(GPS)坐标时间序列,研究了2011-2019年日本中部博索半岛近海3次瞬态慢滑事件。为了提取2011年日本东北MW9.0地震后明显震后形变所掩盖的微小SSE信号,我们开发了一种新的GPS坐标时间序列处理软件,从高噪声GPS数据中获取SSE诱发的形变。此外,我们还应用基于主成分分析的反演方法(PCAIM)得到了3种sse的时空滑动分布。这些滑动的时空演化揭示出不同的成核样式。与2011年和2018年地震相比,2013-2014年地震表现出滑动时空变化更快、滑动深度更深、滑动持续时间更短、地震矩较小、最大滑动率更低的特征。2018年的SSE表现出最显著的地震矩、最大滑移和最大滑移率。2011年SSE的时空变化最为复杂,包含两个加速和减速阶段。滑移带在加速期沿博索半岛东侧扩张,在减速期收缩。2011-2019年,sss的重现周期为2.2 ~ 4年,表明由于这次特大地震的影响,sss的重现周期可能变得更短、更非周期性。在2013-2014年上证指数之后,上证指数的重现区间逐渐回归正常。因此,我们可以推断,在没有大地震的情况下,在2018年SSE之后,SSE可能每4-7年发生一次。
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Geodesy and Geodynamics
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