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国家自然科学基金(41128003)

作品数:14 被引量:21H指数:3
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14 条 记 录,以下是 1-10
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IDNN的GPS动态测量多周跳探测与修复模型被引量:1
2014年
针对GPS动态测量中预报值误差较大时多周跳探测与修复不理想的问题,在Kalman滤波动力学模型的基础上,引入嵌入时延神经网络IDNN(Input-Delay Neural Network)模型,并提出了一种基于IDNN的GPS动态测量多周跳探测与修复模型。该模型在理论上具有一定的前沿性;与Kalman滤波状态估值同步操作,便于多周跳的实时处理;而且利用尽可能多的过去无周跳预报残差向量集作为网络训练数据,兼顾GPS动态测量的动力学模型能够获取精度较高的周跳估值。实例计算表明了该方法的可靠性和可用性。
潘元进何美琳申文斌文鸿雁周吕
关键词:KALMAN滤波可靠性分析
The effect of large reservoirs impoundment to the spatial and temporal variations of regional crustal deformation in Hubei Province, China被引量:1
2016年
The total capacity of Three Gorges Reservoir(TGR) and Danjiangkou Reservoir(DJR) is large and has significant seasonal fluctuations, which give rise to crustal instability. In this research, we focus on studying the temporal and spatial variation of crustal deformation in Hubei Province caused by reservoir impoundment of TGR and DJR.The Digital Elevation Model, historical hydrological information, GPS monitoring data and load-induced deformation model are combined to monitor the crustal deformation. The modeled results indicate that in the trapezoidal area between the TGR and DJR, the average vertical deformations at different latitudes have different variation tendencies. The vertical deformation modulus and fluctuation amplitude are larger at the latitude of 33 N/32.5 N from 2003 to 2006 and at the latitude of 31 N/32.5 N from 2008 to 2014, while the latter are much larger than the former. Moreover, from2008 to 2014, the frequency and the intensity of seismic activities are all enhanced significantly in this region. The modeled results at the GPS sites are consistent with the vertical displacement of GPS monitoring results in trends and the waveform. It can be inferred that the seasonal deformation is elastic. The horizontal deformation components have the same variation trends with that at each GPS monitoring station,which demonstrates that the whole region is moving toward the southeast. The spatial variation of crustal deformation demonstrates that the impoundment of TGR in2003 causes significant vertical displacements, with the maximum modulus of 32 mm downward located in Xiangjiang River's estuary. When the water storage increases, the maximum value will become larger, and the location will move toward the upstream.Besides, the earthquakes occurred more frequently in the region with maximum deformation modulus.
Wenbin ShenXueqing Zhang
关键词:IMPOUNDMENTEARTHQUAKE
A case study of detecting anomalous signals prior to the great 2010 Maule earthquake被引量:1
2013年
The Hilbert-Huang transform (HHT) is used to analyze the time series from nine gravimeter (SG) stations and 22 broadband seismometers to investigate the anomalous signals superconducting prior to the great 2010 Maule earthquake. The results show that seven SG time series and 20 broadband seismometer time series have anomalous signals lasting about one to three days before the earthquake occurrence. The anomalous signals appear around the frequency bands 0.07Hz and 0.15Hz in SG records while around the frequency band 0. 13Hz -0.2Hz in seismic records, and the reason why they appear in different bands might be attributed to the intrinsic nature and different sensitivities of different kinds of instruments. Because more than 87% records have the anomalous signals prior to the earthquake, and no typhoon event is found in our chosen time window, we may conclude that the anomalous signals might be precursory signals of the great 2010 Maule event. However, we do not rule out other possible excitation sources.
Shen WenbinDing Hao
Anomalous signals before 2011 Tohoku-oki Mw9.1 earthquake,detected by superconducting gravimeters and broadband seismometers被引量:3
2014年
The 2011 Tohoku-oki earthquake,occurred on 11 March,2011,is a great earthquake with a seismic magnitude Mw9. 1,before which an Mw7. 5 earthquake occurred. Focusing on this great earthquake event,we applied Hilbert-Huang transform( HHT) analysis method to the one-second interval records at seven superconducting gravimeter( SG) stations and seven broadband seismic( BS) stations to carry out spectrum analysis and compute the energy-frequency-time distribution. Tidal effects are removed from SG data by T-soft software before the data series are transformed by HHT method. Based on HHT spectra and the marginal spectra from the records at selected seven SG stations and seven BS stations we found anomalous signals in terms of energy. The dominant frequencies of the anomalous signals are respectively about 0. 13 Hz in SG records and 0. 2 Hz in seismic data,and the anomalous signals occurred one week or two to three days prior to the event. Taking into account that in this period no typhoon event occurred,we may conclude that these anomalous signals might be related to the great earthquake event.
Gu XiangJiang TianxingZhang WenqiangHuang WeihangChang ZhiqiangShen Wenbin
Observations of the Singlets of Higher-Degree Modes Based on the OSE
2018年
In this study,we selected 18 SG(superconducting gravimeter)records from 15 GGP stations with 99 vertical and 69 horizontal components of IRIS broad-band seismograms during 2004 Sumatra Earthquake to detect the splitting of higher-degree Earth’s free oscillations modes(0S4,0S7〈sub〉0S10,2S4,1S5,2S5,1S6)and 12 inner-core sensitive modes(25S2,27S2,6S3,9S3,13S3,15S3,11S4,18S4,8S5,11S5,23S5,16S6)by using OSE(optimal sequence estimation)method which only considers self-coupling.Results indicate that OSE can completely isolate singlets of high-degree modes in time-domain,effectively resolve the coupled multiplets independently,and reduce the possibility of mode mixing and end effect,showing that OSE could improve some signals’signal-to-noise ratio.Comparing the results of SG records with seismic data sets suggests that the number of SG records is inadequate to detect all singlets of higher modes.Hence we mainly selected plentiful seismograms of IRIS to observe the multiplets of higher modes.We estimate frequencies of the singlets using AR method and evaluate the measurement error using bootstrap method.Besides,we compared the observations with the predictions of PREM-tidal model.This study demonstrates that OSE is effective in isolating singlets of Earth’s free oscillations with higher modes.The experimental results may provide constraints to the construction of 3D Earth model.
Shi-Yu ZengWen-Bin Shen
关键词:OSE
Estimation of the complex frequency of a harmonic signal based on a linear least squares method
2015年
In this study, we propose a simple linear least squares estimation method(LLS) based on a Fourier transform to estimate the complex frequency of a harmonic signal. We first use a synthetically-generated noisy time series to validate the accuracy and effectiveness of LLS by comparing it with the commonly used linear autoregressive method(AR). For an input frequency of 0.5 m Hz, the calculated deviations from the theoretical value were 0.004‰and 0.008‰ for the LLS and AR methods respectively; and for an input 5 10 6attenuation,the calculated deviations for the LLS and AR methods were 2.4% and 1.6%. Though the theory of the AR method is more complex than that of LLS, the results show LLS is a useful alternative method. Finally, we use LLS to estimate the complex frequencies of the five singlets of the0S2 mode of the Earth’s free oscillation. Not only are the results consistent with previous studies, the method has high estimation precisions, which may prove helpful in determining constraints on the Earth’s interior structures.
He MeilinXiu Yanxia
Evidences of the expanding Earth from space-geodetic data over solid land and sea level rise in recent two decades被引量:2
2015年
According to the space-geodetic data recorded at globally distributed stations over solid land spanning a period of more than 20-years under the International Terrestrial Reference Frame 2008,our previous estimate of the average-weighted vertical variation of the Earth's solid surface suggests that the Earth's solid part is expanding at a rate of 0.24 ± 0.05 mm/a in recent two decades.In another aspect,the satellite altimetry observations spanning recent two decades demonstrate the sea level rise(SLR) rate 3.2 ± 0.4 mm/a,of which1.8 ± 0.5 mm/a is contributed by the ice melting over land.This study shows that the oceanic thermal expansion is 1.0 ± 0.1 mm/a due to the temperature increase in recent half century,which coincides with the estimate provided by previous authors.The SLR observation by altimetry is not balanced by the ice melting and thermal expansion,which is an open problem before this study.However,in this study we infer that the oceanic part of the Earth is expanding at a rate about 0.4 mm/a.Combining the expansion rates of land part and oceanic part,we conclude that the Earth is expanding at a rate of 0.35 ± 0.47 mm/a in recent two decades.If the Earth expands at this rate,then the altimetry-observed SLR can be well explained.
Shen WenbinShen ZiyuSun RongBarkin Yuri
三维各向异性重力正演模型的高阶展开项评估
2018年
全球范围地表浅层质量分布的重力正演,在计算评估布格异常、地壳均衡补偿、超高精度地球重力场构建及地球内部结构反演时具有重要意义。本文在考虑质量分布的三维各向异性的重力正演方法的基础上,考察GEMMA地壳结构模型下各个大地构造分区的重力正演各阶结果对总体重力正演结果的贡献率。以仅考虑重力正演算法的误差因素的影响量级为0.1 mGal精度为判断准则,通过考察在空域下各个大地构造分区按照级数展开阶数的结果与总体重力正演的结果的差值,结果表明,其中地壳厚度较浅的大地构造分区(洋壳、大洋中脊)所需截断阶次为6阶,而地壳厚度较厚的大地构造分区(造山带、盆地、火成岩省、地盾、地台)所需截断阶次为12阶。
肖翼忻霍学深申文斌
关键词:球谐分析级数展开
GRACE detection of the medium-to far-field coseismic gravity changes caused by the 2004 Mw9.3 Sumatra-Andaman earthquake被引量:1
2012年
Large earthquakes cause observable changes in the Earth’s gravity field, which have been detected by the Gravity Recovery and Climate Experiment (GRACE). Since most previous studies focus on the detection of near-field gravity effects, this study provides the results from the medium- to far-field gravity changes caused by the 2004 Sumatra-Andaman earthquake that are recorded within GRACE monthly solutions. Utilizing a spherical-earth dislocation model we documented that large-scale signals predominate in the global field of the coseismic gravity changes caused by the earthquake. After removing the near-field effects, the coseismic gravity changes show a negative anomaly feature with an average magnitude of -0.18×10-8 m·s-2 in the region ranging ~40° from the epicenter, which is considered as the 'medium ffield' in this study. From the GRACE data released by Center for Space Research from August 2002 to December 2008, we retrieved the large-scale gravity changes smoothed with 3 000 km Gaussian ffilter. The results show that the coseismic gravity changes detected by GRACE in the medium field have an average of (-0.20±0.06)×10-8 m·s-2, which agrees with the model prediction. The detection confirms that GRACE is sensitive to large-scale medium-field coseismic gravitational effects of mega earthquakes, and also validates the spherical-earth dislocation model in the medium field from the perspective of satellite gravimetry.
Jin Li1,2,3 and Wenbin Shen1,3,4, 1 Department of Geophysics, School of Geodesy and Geomatics, Wuhan University, Wuhan 430079, China 2 Key Laboratory of Geodynamic Geodesy of Chinese Academy, Wuhan 430077, China 3 Key Laboratory of Geospace Environment and Geodesy (Ministry of Education), Wuhan University, Wuhan 430079, China 4 State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan 430079, China
关键词:GRACE
三轴地球主惯性轴的指向变化
<正>地球具有三轴性,其三个主转动惯量A,B,C并不相等。A,B,C分别对应于三个相互垂直的主惯性轴a,b,c[1]。对于旋转对称地球,a和b有无数对,c轴就是旋转对称地球的形状轴。以往对于主惯性轴的研究多是围绕主惯性轴...
孙榕申文斌
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