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基于GNSS、ERA5和机器学习的区域天顶对流层延迟校正和大气可降水量预测模型
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作者 马华锋 李黎 +1 位作者 张志杰 蒙泽华 《地球物理学报》 北大核心 2026年第1期55-68,共14页
天顶对流层延迟(ZTD)是全球导航卫星系统(GNSS)气象学的关键参数之一,在气候研究及气象灾害预警等领域具有重要的应用价值,但部分GNSS站常因设备或网络故障等原因造成GNSS-ZTD时序缺失.虽然基于ZTD模型及再分析资料可以获得任何时间地点... 天顶对流层延迟(ZTD)是全球导航卫星系统(GNSS)气象学的关键参数之一,在气候研究及气象灾害预警等领域具有重要的应用价值,但部分GNSS站常因设备或网络故障等原因造成GNSS-ZTD时序缺失.虽然基于ZTD模型及再分析资料可以获得任何时间地点的ZTD时序,但其精度通常较低.本文利用2020—2022年香港地区18个GNSS站的GNSS-ZTD和欧洲中期天气预报中心(ECMWF)的第5代气候再分析资料(ERA5),首先基于多元线性回归、反向传播神经网络(BPNN)、随机森林(RF)和极限梯度提升(XGBoost)等算法构建ERA5-ZTD校正模型,插补缺失的GNSS-ZTD历史资料;之后,进一步构建GNSS大气可降水量(PWV)预测模型.结果表明,单因子、三因子、BPNN、RF和XGBoost等算法校正后的ERA5-ZTD均方根误差(RMSE)分别为11.47 mm、11.42 mm、10.67 mm、6.34 mm和5.19 mm,其中XGBoost的校正效果最好.当PWV预报时长分别为1 h、3 h和5 h时,BPNN优于XGBoost和RF,其预测PWV的平均RMSE分别为1.55 mm、2.34 mm和3.04 mm,平均Bias分别为-0.13 mm、-0.13 mm和-0.16 mm. 展开更多
关键词 GNSS ERA5 天顶对流层延迟 大气可降水量 校正 预测
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A comparison of porous sandstone fracturing induced by increasing fluid pressure or decreasing confining pressure:Stress-path and rate-dependence effects
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作者 Xu Han Lei Wang +2 位作者 Erik Rybacki Marco Bohnhoff Georg Dresen 《Journal of Rock Mechanics and Geotechnical Engineering》 2026年第1期151-165,共15页
When a porous rock is subjected to overall compressive loading,either increasing pore pressure or decreasing confining pressure could result in rock failure.The stress path and the applied pressure change rate may aff... When a porous rock is subjected to overall compressive loading,either increasing pore pressure or decreasing confining pressure could result in rock failure.The stress path and the applied pressure change rate may affect the initiation and propagation of fractures within brittle materials.Understanding the physical mechanisms leading to failure is crucial for underground engineering applications and geo-energy exploration and storage.We conducted triaxial compression experiments on porous Bentheim sandstone samples at different stress paths and pressure change rates.First,at a constant confining pressure of 35 MPa and pore pressure of 5 MPa,intact cylindrical samples were axially loaded up to about 85%of the peak strength.Subsequently,the axial piston position was fixed,and then either the pore pressure was increased or the confining pressure was decreased at two different rates(0.5 MPa/min or 2 MPa/min),leading to final catastrophic failure.The mechanical results revealed that samples subjected to higher rates of decreasing effective confining pressure exhibited larger stress drop rates,higher slip rates,higher total breakdown work,higher rates of acoustic emissions(AEs)before failure,and higher post-failure AE decay rates.In contrast,the applied stress path did not significantly affect rock failure characteristics.Comparison of located AE events with post-mortem microstructures of deformed samples shows a good agreement.The AE source type determined from the P-wave first-motion polarity shows that shear failure dominated the fracture process when approaching failure.Gutenberg-Richter b-values revealed a significant decrease before failure in all tests.Our results indicate that,in contrast to the stress path,the rate of effective stress change strongly affects fracturing behavior and AE rate changes. 展开更多
关键词 Porous sandstone Fluid injection Effective confining pressure changing rate Stress path
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Statistical method for quantifying the strain localization process in Beishan granite under multi-creep triaxial compression based on distributed optical fiber sensing
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作者 Xiujun Zhang Peng-Zhi Pan Shuting Miao 《Journal of Rock Mechanics and Geotechnical Engineering》 2026年第1期398-415,共18页
To investigate the damage evolution caused by stress-driven and sub-critical crack propagation within the Beishan granite under multi-creep triaxial compressive conditions,the distributed optical fiber sensing and X-r... To investigate the damage evolution caused by stress-driven and sub-critical crack propagation within the Beishan granite under multi-creep triaxial compressive conditions,the distributed optical fiber sensing and X-ray computed tomography were combined to obtain the strain distribution over the sample surface and internal fractures of the samples.The Gini and skewness(G-S)coefficients were used to quantify strain localization during tests,where the Gini coefficient reflects the degree of clustering of elements with high strain values,i.e.,strain localization/delocalization.The strain localization-induced asymmetry of data distribution is quantified by the skewness coefficient.A precursor to granite failure is defined by the rapid and simultaneous increase of the G-S coefficients,which are calculated from strain increment,giving an earlier warning of failure by about 8%peak stress than those from absolute strain values.Moreover,the process of damage accumulation due to stress-driven crack propagation in Beishan granite is different at various confining pressures as the stress exceeds the crack initiation stress.Concretely,strain localization is continuous until brittle failure at higher confining pressure,while both strain localization and delocalization occur at lower confining pressure.Despite the different stress conditions,a similar statistical characteristic of strain localization during the creep stage is observed.The Gini coefficient increases,and the skewness coefficient decreases slightly as the creep stress is below 95%peak stress.When the accelerated strain localization begins,the Gini and skewness coefficients increase rapidly and simultaneously. 展开更多
关键词 Statistical method Multi-creep triaxial compression Strain localization quantification Distributed optical fiber sensing Precursor identification
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Strain localization and time-dependent deformation in granodiorite characterized by distributed optical fiber sensing
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作者 Shuting Miao Arno Zang +3 位作者 Guido Blöcher Yinlin Ji Hannes Hofmann Pengzhi Pan 《Journal of Rock Mechanics and Geotechnical Engineering》 2026年第1期166-178,共13页
A multi-stage stress relaxation test was performed on a granodiorite sample to understand the deformation process prior to the macroscopic failure of brittle rocks,as well as the transient response during stress relax... A multi-stage stress relaxation test was performed on a granodiorite sample to understand the deformation process prior to the macroscopic failure of brittle rocks,as well as the transient response during stress relaxation.Distributed optical fiber sensing was used to measure strains across the sample surface by helically wrapping the single-mode fiber around the cylindrical sample.Close agreement was observed between the circumferential strains obtained from the optical fibers and the extensometer.The reconstructed full-field strain contours show strain heterogeneity from the crack closure phase,and the strains in the later deformation phase are dominantly localized within the former high-strain zone.The Gini coefficient was used to quantify the degree of strain localization and shows an initial increase during the crack closure phase,a decrease during the linear elastic phase,and a subsequent increase during the post-yielding phase.This behavior corresponds to a process of initial localization from an imperfect boundary condition,homogenization,and eventual relocalization prior to the macroscopic failure of the sample.The transient strain rate decay during the stress relaxation phase was quantified using the p-value in the“Omori-like"power law function.A higher initial stress at the onset of relaxation results in a lower p-value,indicating a slower strain rate decay.As the sample approaches macroscopic failure,the lowest p-value shifts from the most damaged zone to adjacent areas,suggesting stress redistribution or crack propagation in deformed crystalline rocks under stress relaxation conditions. 展开更多
关键词 Distributed optical fiber sensing Stress relaxation Strain localization Time-dependent deformation
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川南页岩气开采区地震特征与流体驱动影响——以长宁和威远开采区为例
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作者 刘建锋 魏进兵 +4 位作者 代晶晶 薛福军 王磊 唐一帆 杨建雄 《采矿与岩层控制工程学报》 北大核心 2025年第5期37-49,共13页
流体注入诱发的地震活动已引起全球广泛关注,成为制约页岩气等清洁能源安全开采的难题之一。以川南典型页岩气开采区为工程背景,在对流体注入期间地震活动性参数的演化特征及波动成因进行分析的基础上,研究了地震群的前–后缘现象及其... 流体注入诱发的地震活动已引起全球广泛关注,成为制约页岩气等清洁能源安全开采的难题之一。以川南典型页岩气开采区为工程背景,在对流体注入期间地震活动性参数的演化特征及波动成因进行分析的基础上,研究了地震群的前–后缘现象及其演化规律,探讨了开采区地震群的流体驱动模式。研究表明:开采区中强地震(M_(L)≥3.5)与流体注入具有时空一致性,注水过程显著增强了地震活动的强度与复杂性;页岩气开采区地震群后缘现象具有普遍性,即震源分布中心存在无地震事件发生的区域且逐渐扩大;地震群前缘和后缘演化受无震滑移控制,前缘和后缘之间的地震群受组合模式控制,流体压力驱动的缓慢扩散模式与无震滑移驱动的快速迁移模式交替控制地震群的演化。研究成果对于页岩气开采区地震群成因机制研究及地震风险评价与防控具有重要的理论与实际工程价值。 展开更多
关键词 页岩气开采 地震特征 后缘现象 流体驱动模式
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基于优化预处理方法的时变重力场反演精度分析
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作者 蒲伦 游为 +1 位作者 余彪 范东明 《大地测量与地球动力学》 北大核心 2025年第1期72-79,共8页
针对GRACE Level1B观测数据中存在缺失数据及含有粗差的问题,提出补全SCA1B缺失数据的优化方法,同时对KBR1B和运动学轨道数据采用优化策略剔除粗差,用于时变重力场模型反演。此外,还分别基于合成数据和实测数据分析ACC1B数据在Y轴方向... 针对GRACE Level1B观测数据中存在缺失数据及含有粗差的问题,提出补全SCA1B缺失数据的优化方法,同时对KBR1B和运动学轨道数据采用优化策略剔除粗差,用于时变重力场模型反演。此外,还分别基于合成数据和实测数据分析ACC1B数据在Y轴方向的误差对反演结果的影响,并提出优化校正策略。利用优化方法能够有效恢复SCA1B的缺失数据,且充分考虑了观测数据在整个弧段的变化特征。采用优化策略校正后的ACC1B数据计算结果显示,其精度比未校正的数据计算结果提高3.7 mm。从结果可知,由优化方法处理后的数据解算的重力场模型与三大官方机构解算结果相比,总体精度相当,但不同机构的解算结果在局部区域的细节信号表现有差异,表明优化的数据预处理策略有效可行。 展开更多
关键词 GRACE 数据预处理 时变重力场 时间序列分解 精度分析
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Collapse of Meilong Expressway as Seen from Space:Detecting Precursors of Failure with Satellite Remote Sensing 被引量:2
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作者 Zhuge Xia Chao Zhou +4 位作者 Wandi Wang Mimi Peng Dalu Dong Xiufeng He Guangchao Tan 《Journal of Earth Science》 2025年第2期835-838,共4页
INTRODUCTION.On May 1st,2024,around 2:10 a.m.,a catastrophic collapse occurred along the Meilong Expressway near Meizhou City,Guangdong Province,China,at coordinates 24°29′24″N and 116°40′25″E.This colla... INTRODUCTION.On May 1st,2024,around 2:10 a.m.,a catastrophic collapse occurred along the Meilong Expressway near Meizhou City,Guangdong Province,China,at coordinates 24°29′24″N and 116°40′25″E.This collapse resulted in a pavement failure of approximately 17.9 m in length and covering an area of about 184.3 m^(2)(Chinanews,2024). 展开更多
关键词 failure detection satellite remote sensing pavement failure Meilong Expressway meilong expressway COLLAPSE precursors
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Comprehensive analysis of noise in Macao Science Satellite-1 vector magnetometer data 被引量:1
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作者 SiShan Song Fan Yin +4 位作者 Qin Yan Hermann Lühr Chao Xiong Yi Jiang PengFei Liu 《Earth and Planetary Physics》 2025年第3期532-540,共9页
The Macao Science Satellite-1(known as MSS-1)is the first scientific exploration satellite that was designed to measure the Earth's low latitude magnetic field at high resolution and with high precision by collect... The Macao Science Satellite-1(known as MSS-1)is the first scientific exploration satellite that was designed to measure the Earth's low latitude magnetic field at high resolution and with high precision by collecting data in a near-equatorial orbit.Magnetic field data from MSS-1's onboard Vector Fluxgate Magnetometer(VFM),collected at a sample rate of 50 Hz,allows us to detect and investigate sources of magnetic data contamination,from DC to relevant Nyquist frequency.Here we report two types of artificial disturbances in the VFM data.One is V-shaped events concentrated at night,with frequencies sweeping from the Nyquist frequency down to zero and back up.The other is 5-Hz events(ones that exhibit a distinct 5 Hz spectrum peak);these events are always accompanied by intervals of spiky signals,and are clearly related to the attitude control of the satellite.Our analyses show that VFM noise levels in daytime are systematically lower than in nighttime.The daily average noise levels exhibit a period of about 52 days.The V-shaped events are strongly correlated with higher VFM noise levels. 展开更多
关键词 Macao Science Satellite-1 Vector Fluxgate Magnetometer artificial disturbances noise features
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Seismicity associated with hydraulic fracturing in Changning shale gas field,China:Constraints from source mechanisms,stress field and fluid overpressure thresholds 被引量:1
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作者 Jingjing Dai Jianfeng Liu +6 位作者 Jianxiong Yang Fujun Xue Lei Wang Xiangchao Shi Shigui Dai Jun Hu Changwu Liu 《Journal of Rock Mechanics and Geotechnical Engineering》 2025年第7期4061-4076,共16页
Source properties and stress fields are critical to understand fundamental mechanisms for fluid-induced earthquakes.In this study,we identify the focal mechanism solutions(FMSs)of 360 earthquakes with local magnitude ... Source properties and stress fields are critical to understand fundamental mechanisms for fluid-induced earthquakes.In this study,we identify the focal mechanism solutions(FMSs)of 360 earthquakes with local magnitude M_(L)≥1.5 in the Changning shale gas field from January 2016 to May 2017 by fitting three-component waveforms.We then constrain the directions of the maximum horizontal stress(σ_(H_(max)))for four dense earthquake clusters using the stress tensor inversion method.The stress drops of 121 earthquakes with M_(L)≥1.5 are calculated using the spectral ratio method.We examine the spatiotemporal heterogeneity of stress field,and discuss the cause of non-double-couple(non-DC)components in seismicity clusters.Following the Mohr-Coulomb criterion,we estimate the fluid overpressure thresholds from FMS for different seismic clusters,providing insights into potential physical mechanisms for induced seismicity.The FMS results indicate that shallow reverse earthquakes,with steep dip angles,characterize most events.The source mechanisms of earthquakes with M_(L)≥1.5 are dominated by DC components(>70%),but several earthquakes with M_(L)>3.0 and the microseismic events nearby during injection period display significant non-DC components(>30%).Stress inversion results reveal that the σ_(H_(max)) direction ranges from 120°to 128°.Stress drops of earthquakes range between 0.10 and 64.49 MPa,with high values occurring on reverse faults situated at a greater distance from the shale layer,accompanied by a moderate rotation(≤25°)in the trend of σ_(H_(max)).The seismic clusters close to the shale layer exhibit low fluid overpressure thresholds,prone to being triggered by high pore-pressure fluid.The integrated results suggest that the diffusion of high pore pressures is likely to be the primary factor for observed earthquakes.The present results are expected to offer valuable insights into the origin of anomalous seismicity near the shale gas sites. 展开更多
关键词 SEISMICITY Sichuan basin Hydraulic fracturing Focal mechanism solution Stress field Triggering mechanism
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Impact of injection rate on smooth and rough fracture activation in granite:Laboratory-scale acoustic emission analysis
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作者 Rihua Jiang Kang Duan +3 位作者 Yinlin Ji Qiangyong Zhang Luchao Wang Yang Zheng 《Journal of Rock Mechanics and Geotechnical Engineering》 2025年第4期2133-2145,共13页
This study aims to understand the effect of injection rate on injection-induced fracture activation in granite.We performed water injection-induced slip tests on samples containing either a smooth or a rough fracture ... This study aims to understand the effect of injection rate on injection-induced fracture activation in granite.We performed water injection-induced slip tests on samples containing either a smooth or a rough fracture at four different injection rates under undrained conditions and monitored the acoustic emission(AE)signals during the tests.Experimental results reveal that the critical activation fluid pressure is related to the injection rate,pressure diffusion rate,stress state,and fracture roughness.For the smooth fracture,as the injection rate increases,the critical activation fluid pressure increases significantly,while the injection rate has little effect on the critical activation fluid pressure of the rough fracture.The quasi-static slip distance of fractures decreases as the injection rate increases,with rough fractures exhibiting a greater overall slip distance compared to smooth fractures.The number of AE events per unit sliding distance increases with the injection rate,while the global b value decreases.These results indicate that higher injection rates produce more large-magnitude AE events and more severe slip instability and asperity damage.We established a linkage between fluid injection volume,injection rate,and AE events using the seismogenic index(Σ).The smooth fracture exhibits a steadily increasingΣwith the elapse of injection time,and the rate of increase is higher at higher injection rates;while the rough fracture is featured by a fluctuatingΣ,signifying the intermittent occurrence of large-magnitude AE events associated with the damage of larger fracture asperities.Our results highlight the importance of fracture surface heterogeneity on injection-induced fracture activation and slip. 展开更多
关键词 Laboratory fracture Fracture activation Injection-induced fracture slip Injection rate Acoustic emission Seismogenic index
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Hydro-shearing and traffic light protocols in mitigating seismic risks:A fully-coupled poroelastic boundary integral modeling approach
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作者 Mohammad Sabah Hannes Hofmann +2 位作者 Ali Yaghoubi Yaser Arjmand Maurice B.Dusseault 《Journal of Rock Mechanics and Geotechnical Engineering》 2025年第9期5660-5682,共23页
In low-permeability geothermal reservoirs,hydro-shearing of pre-existing natural fractures plays a crucial role in improving connectivity between injection and production wells,thereby enhancing heat extraction effici... In low-permeability geothermal reservoirs,hydro-shearing of pre-existing natural fractures plays a crucial role in improving connectivity between injection and production wells,thereby enhancing heat extraction efficiency.This process increases fracture conductivity through dilation caused by injectioninduced slip;however,it also carries the risk of inducing seismic events,posing significant challenges for geothermal operations.This study employs a coupled hydro-mechanical numerical model based on the boundary element method to simulate hydro-shearing under two distinct fluid injection scenarios:(1)monotonic injection and(2)cyclic injection regulated by a traffic light system(TLS).The model assesses the effectiveness of these injection regimes in enhancing fracture conductivity while mitigating seismic hazards.Results indicate that monotonic injection frequently triggers a cascade of seismic events,disrupting pressure and stress distributions on nearby faults and resulting in complex seismic and aseismic interactions.In contrast,TLS-regulated cyclic injection,when carefully managed,promotes stable slip behavior and improves fracture conductivity.This approach proves particularly effective over extended durations during the simultaneous stimulation of two parallel faults.However,in multi-stage stimulation scenariosdwhere natural fractures are stimulated sequentiallydTLS-based cyclic injection,while more efficient at enhancing conductivity,may increase seismicity risk with prolonged application,thereby limiting its safe operational window. 展开更多
关键词 Hydro-shearing Boundary element method Traffic light system(TLS) Fracture conducticity Seismicity risk
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Relating normal stiffness to permeability of a deformed self-affine rough fracture using its geometric properties
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作者 Qinglin Deng Jianming Shangguan +3 位作者 Yinlin Ji Mauro Cacace Guido Blöcher Jean Schmittbuhl 《Journal of Rock Mechanics and Geotechnical Engineering》 2025年第5期2829-2842,共14页
In subsurface projects where the host rock is of low permeability,fractures play an important role in fluid circulation.Both the geometrical and mechanical properties of the fracture are relevant to the permeability o... In subsurface projects where the host rock is of low permeability,fractures play an important role in fluid circulation.Both the geometrical and mechanical properties of the fracture are relevant to the permeability of the fracture.To evaluate this relationship,we numerically generated self-affine fractures reproducing the scaling relationship of the power spectral density(PSD)of the measured fracture surfaces.The fractures were then subjected to a uniform and stepwise increase in normal stress.A fast Fourier transform(FFT)-based elastic contact model was used to simulate the fracture closure.The evolution of fracture contact area,fracture closure,and fracture normal stiffness were determined throughout the whole process.In addition,the fracture permeability at each step was calculated by the local cubic law(LCL).The influences of roughness exponent and correlation length on the fracture hydraulic and mechanical behaviors were investigated.Based on the power law of normal stiffness versus normal stress,the corrected cubic law and the linear relationship between fracture closure and mechanical aperture were obtained from numerical modeling of a set of fractures.Then,we derived a fracture normal stiffness-permeability equation which incorporates fracture geometric parameters such as the root-mean-square(RMS),roughness exponent,and correlation length,which can describe the fracture flow under an effective medium regime and a percolation regime.Finally,we interpreted the flow transition behavior from the effective medium regime to the percolation regime during fracture closure with the established stiffness-permeability function. 展开更多
关键词 Fracture closure Elastic deformation Fluid flow PERMEABILITY Normal stiffness Scaling relationship
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Impact of injection pressure and polyaxial stress on hydraulic fracture propagation and permeability evolution in graywacke:Insights from discrete element models of a laboratory test
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作者 Haimeng Shen Jeoung Seok Yoon +3 位作者 Arno Zang Hannes Hofmann Xiaying Li Qi Li 《Journal of Rock Mechanics and Geotechnical Engineering》 2025年第4期2344-2359,共16页
Understanding the hydromechanical behavior and permeability stress sensitivity of hydraulic fractures is fundamental for geotechnical applications associated with fluid injection.This paper presents a three-dimensiona... Understanding the hydromechanical behavior and permeability stress sensitivity of hydraulic fractures is fundamental for geotechnical applications associated with fluid injection.This paper presents a three-dimensional(3D)benchmark model of a laboratory experiment on graywacke to examine the dynamic hydraulic fracturing process under a polyaxial stress state.In the numerical model,injection pressures after breakdown(postbreakdown)are varied to study the impact on fracture growth.The fluid pressure front and crack front are identified in the numerical model to analyze the dynamic relationship between fluid diffusion and fracture propagation.Following the hydraulic fracturing test,the polyaxial stresses are rotated to investigate the influence of the stress field rotation on the fracture slip behavior and permeability.The results show that fracture propagation guides fluid diffusion under a high postbreakdown injection pressure.The crack front runs ahead of the fluid pressure front.Under a low postbreakdown injection pressure,the fluid pressure front gradually reaches the crack front,and fluid diffusion is the main driving factor of fracture propagation.Under polyaxial stress conditions,fluid injection not only opens tensile fractures but also induces hydroshearing.When the polyaxial stress is rotated,the fracture slip direction of a fully extended fracture is consistent with the shear stress direction.The fracture slip direction of a partly extended fracture is influenced by the increase in shear stress.Normal stress affects the permeability evolution by changing the average mechanical aperture.Shear stress can induce shearing and sliding on the fracture plane,thereby increasing permeability. 展开更多
关键词 Hydraulic fracture Discrete element model(DEM) Polyaxial stress Permeability evolution Crack front Fluid pressure front
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Temperature compensation method for static level monitoring system and its application
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作者 Mingyu Lei Yanliang Li +8 位作者 Qing Yang Dian Xiao Jialiang Liu Fei Lv Jisheng Sui Lianchong Li Tianhui Ma Guanwen Cheng Dingzhu Liu 《Railway Sciences》 2025年第4期536-549,共14页
Purpose–This study solves the key problem that the static level monitoring is susceptible to temperature interference and affects the accuracy in slope instability/deformation monitoring.The purpose is to develop a r... Purpose–This study solves the key problem that the static level monitoring is susceptible to temperature interference and affects the accuracy in slope instability/deformation monitoring.The purpose is to develop a reliable temperature compensation method for the system,improve the accuracy of slope stability monitoring and provide support for improving the safety and safety monitoring of engineering spoil slope and other projects.Design/methodology/approach–Combined with theoretical analysis and experimental verification,the temperature compensation method is explored.The working principle of the hydrostatic leveling monitoring system is analyzed and the data processing formula,the temperature error calculation formula and the calculation formula for eliminating the error settlement value are derived.The temperature compensation method is established and verified by the field test of the engineering spoil slope which is disturbed by a debris flow.Findings–The experimental results show that this method can reduce the error of the static level monitoring system by about 40%.The field test shows that the fluctuation of slope settlement monitoring value is reduced after temperature compensation and the monitoring value is consistent with the actual situation,which has certain practicability.Originality/value–The originality of this study is to derive a theoretical formula for quantifying/eliminating temperature errors in static leveling and to establish a practical temperature compensation method.The accuracy of the system is improved,which provides a reference for slope stability monitoring under complex environment(especially railway geotechnical engineering)and promotes the development of precision monitoring technology. 展开更多
关键词 Engineering spoil Slope instability Static level Temperature error Model correction
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Slope Deformation Analysis of Muyubao Landslide,China,Using Lutan-1 InSAR Data
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作者 Wandi Wang Mahdi Motagh +5 位作者 Chao Zhou Zhuge Xia Sen Lyu Mimi Peng Guangchao Tan Chengjin Yan 《Journal of Earth Science》 2025年第6期2825-2829,共5页
0 INTRODUCTION Synthetic Aperture Radar(SAR)remote sensing,particularly with the C-band Sentinel-1 mission,has been widely used for landslide displacement analysis due to its high spatial resolution and revisit freque... 0 INTRODUCTION Synthetic Aperture Radar(SAR)remote sensing,particularly with the C-band Sentinel-1 mission,has been widely used for landslide displacement analysis due to its high spatial resolution and revisit frequency(Zhou et al.,2024;Dai et al.,2021).However,in densely vegetated or humid mountainous regions such as the Three Gorges Reservoir(TGR),C-band signals suffer from temporal decorrelation,limiting their effectiveness for landslide monitoring. 展开更多
关键词 landslide displacement analysis remotely sensing LUTAN INSAR slope deformation C band Sentinel synthetic aperture radar landslide monitoring synthetic aperture radar sar remote sensingparticularly
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Moment tensor inversion of mining-induced seismic events and forward modeling of critical fault slip to prevent rockbursts
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作者 Jiefang Song Caiping Lu +4 位作者 Arno Zang Derek Elsworth Xiufeng Zhang Qingxin Qi Chunhui Song 《Journal of Rock Mechanics and Geotechnical Engineering》 2025年第5期2987-3000,共14页
In this study,we employed Bayesian inversion coupled with the summation-by-parts and simultaneousapproximation-term(SBP-SAT)forward simulation method to elucidate the mechanisms behind mininginduced seismic events cau... In this study,we employed Bayesian inversion coupled with the summation-by-parts and simultaneousapproximation-term(SBP-SAT)forward simulation method to elucidate the mechanisms behind mininginduced seismic events caused by fault slip and their potential effects on rockbursts.Through Bayesian inversion,it is determined that the sources near fault FQ14 have a significant shear component.Additionally,we analyzed the stress and displacement fields of high-energy events,along with the hypocenter distribution of aftershocks,which aided in identifying the slip direction of the critically stressed fault FQ14.We also performed forward modeling to capture the complex dynamics of fault slip under varying friction laws and shear fracture modes.The selection of specific friction laws for fault slip models was based on their ability to accurately replicate observed slip behavior under various external loading conditions,thereby enhancing the applicability of our findings.Our results suggest that the slip behavior of fault FQ14 can be effectively understood by comparing different scenarios. 展开更多
关键词 ROCKBURST Fault slip Moment tensor inversion Friction law
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电离层GPS掩星观测改正TEC反演方法 被引量:25
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作者 吴小成 胡雄 +1 位作者 张训械 Jens Wickert 《地球物理学报》 SCIE EI CAS CSCD 北大核心 2006年第2期328-334,共7页
电离层掩星观测中,当低轨卫星(LEO)轨道高度较低时,轨道以上的电离层电子总含量(TEC)对掩星反演的影响不能忽略.目前,一般采用指数函数等外推方法来处理该问题,对反演结果可能引起较大误差.为提高电离层掩星反演精度,本文研究利用LEO处... 电离层掩星观测中,当低轨卫星(LEO)轨道高度较低时,轨道以上的电离层电子总含量(TEC)对掩星反演的影响不能忽略.目前,一般采用指数函数等外推方法来处理该问题,对反演结果可能引起较大误差.为提高电离层掩星反演精度,本文研究利用LEO处于非掩星一侧GPS观测数据的改正TEC新反演方法.用三维射线追踪程序计算出电离层掩星观测模拟数据,分别应用改正TEC方法和外推方法进行反演,将反演结果与所用模式值进行比较.结果表明:对于轨道高度约800km的GPS MET掩星模拟数据,外推方法和改正TEC方法反演结果都与模式值基本一致;对于轨道高度约400km的CHAMP掩星模拟数据,外推方法误差较大,改正TEC方法反演结果与模式值相符得较好.将改正TEC方法应用于GPS MET实测数据的反演,取得了合理的结果.这些说明,改正TEC算法是一种有效的电离层掩星反演方法,尤其是对于轨道较低的LEO的电离层掩星观测反演特别有用. 展开更多
关键词 电离层掩星 改正TEC反演方法 GPS/MET CHAMP
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2008年MS7.1于田地震InSAR同震形变场及其震源滑动反演 被引量:29
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作者 张国宏 屈春燕 +5 位作者 单新建 张桂芳 宋小刚 汪荣江 李振洪 胡植庆 《地球物理学报》 SCIE EI CAS CSCD 北大核心 2011年第11期2753-2760,共8页
本研究利用InSAR技术与ALOS PALSAR雷达数据,获取了2008年3月20日于田M_S 7.1地震视线向同震形变场,并基于该数据集和限制性最小二乘算法反演了此次地震的断层滑动分布;通过构造四大类反演方案,详细分析了InSAR观测系统中的入射角与方... 本研究利用InSAR技术与ALOS PALSAR雷达数据,获取了2008年3月20日于田M_S 7.1地震视线向同震形变场,并基于该数据集和限制性最小二乘算法反演了此次地震的断层滑动分布;通过构造四大类反演方案,详细分析了InSAR观测系统中的入射角与方位角对反演结果的影响.结果表明:入射角随点位变化对反演结果有较大影响,使用其平均值将对破裂细节产生一定影响;而方位角对反演结果的影响不大,使用其平均值是一种较为理想的选择;引入入射角与方位角变化后,反演获得了较佳的于田地震同震滑动,主要集中分布于0~14 km深度附近,最大滑动量达3.2 m,矩张量为3.3×10^(19)N·m,相当于矩震级M_W7.0. 展开更多
关键词 于田地震 InSAR同震形变场 滑动分布反演 InSAR入射角 InSAR方位角
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祁连山造山作用与岩石圈地幔的特型结构构造 被引量:11
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作者 赵文津 Mechie J +6 位作者 冯梅 史大年 薛光琪 宿和平 宋洋 杨宏伟 刘志伟 《中国地质》 CAS CSCD 北大核心 2014年第5期1411-1423,共13页
本文探讨了祁连山地壳增厚与造山机制。提出新生代以来,由于印度地块向北推进,其延迟的远程效应使祁连地块内4条断裂再次活动,特别是23 Ma以来,分阶段的活动使上地壳缩短了30%,40 km厚的祁连地壳增加到57km厚;并通过柴达木地块下地壳物... 本文探讨了祁连山地壳增厚与造山机制。提出新生代以来,由于印度地块向北推进,其延迟的远程效应使祁连地块内4条断裂再次活动,特别是23 Ma以来,分阶段的活动使上地壳缩短了30%,40 km厚的祁连地壳增加到57km厚;并通过柴达木地块下地壳物质的挤入,使祁连地块地壳厚度增加到现今的60~74 km;地壳质量基本平衡表明其下部地壳物质横向迁移较小,即走滑断裂带走的地壳物质较少。依据INDEPTH-V新的宽频地震调查成果,提出祁连地块下岩石圈地幔的复杂结构,南部来的昆仑岩石圈地幔(双层结构)与北部向南俯冲的阿拉善地块下的亚洲岩石圈地幔在祁连地块深部相碰撞,而柴达木—祁连岩石圈地幔则被保存在昆仑岩石圈与亚洲岩石圈地幔碰撞带之上,共形成一倒三角汇聚区;在柴北缘与中祁连北缘岩石圈地幔各出现一条北倾和南倾的正转换震相,可能是老俯冲带残存岩片的显示;在祁连地块岩石圈地幔的两端地壳底部还出现有“双”莫霍“现象”,地表见有多条榴辉岩带。以上结果构成了高原最具特色的构造区。 展开更多
关键词 祁连地块 地壳增厚 岩石圈地幔 “双莫霍” 倒三角结构
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芦山7级地震的同震位移估计和震源滑动模型反演尝试 被引量:19
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作者 金明培 汪荣江 屠泓为 《地球物理学报》 SCIE EI CAS CSCD 北大核心 2014年第1期129-137,共9页
利用自动经验基线校正方法,分析2013年4月20日芦山Ms7.0级地震13个近场强震动台的观测资料,以估算同震位移场分布,并据此反演了震源滑动模型.经与GPS结果比较,两种不同方法给出的芦山7级地震的水平近场同震位移场幅度都不超过cm级,均显... 利用自动经验基线校正方法,分析2013年4月20日芦山Ms7.0级地震13个近场强震动台的观测资料,以估算同震位移场分布,并据此反演了震源滑动模型.经与GPS结果比较,两种不同方法给出的芦山7级地震的水平近场同震位移场幅度都不超过cm级,均显示为典型的逆冲型地震(兼有少量左旋走滑错动).强震最大水平和垂直永久位移分别为4.9 cm和4.4 cm,分别出现在51YAM台和51QLY台.两种资料反演的震源滑动模型虽显示多事件特征,但主要滑动均集中在第一次事件,即初始滑动点两侧的走向长约30 km、倾向长约25 km的相对集中的较小范围内,强震和GPS模型的最大滑动量分别为1.14m和1.09 m,较为一致.其余子事件滑动量小且分布零散,不能排除其数值效应的因素.反演矩震级均在Mw6.7左右,地表破裂应该不明显.文章还讨论了目前在我国利用近场强震动记录估计Mw6~7级地震同震位移场存在的困难和问题,为今后类似工作提供参考. 展开更多
关键词 近场强震 经验基线校正 同震位移 滑动模型 2013年4月20日芦山Ms7 0级地震
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