2,646 results on '"surface deformation"'
Search Results
2. Spatiotemporal Evolution Analysis of Surface Deformation on the Beihei Highway Based on Multi-Source Remote Sensing Data.
- Author
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Shan, Wei, Xu, Guangchao, Hou, Peijie, Du, Helong, Du, Yating, and Guo, Ying
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GLOBAL warming , *DEFORMATION of surfaces , *SETTLEMENT of structures , *ERGONOMICS , *PERMAFROST , *LANDSLIDES - Abstract
Under the interference of climate warming and human engineering activities, the degradation of permafrost causes the frequent occurrence of geological disasters such as uneven foundation settlement and landslides, which brings great challenges to the construction and operational safety of road projects. In this paper, the spatial and temporal evolution of surface deformations along the Beihei Highway was investigated by combining the SBAS-InSAR technique and the surface frost number model after considering the vegetation factor with multi-source remote sensing observation data. After comprehensively considering factors such as climate change, permafrost degradation, anthropogenic disturbance, and vegetation disturbance, the surface uneven settlement and landslide processes were analyzed in conjunction with site surveys and ground data. The results show that the average deformation rate is approximately −16 mm/a over the 22 km section of the study area. The rate of surface deformation on the pavement is related to topography, and the rate of surface subsidence on the pavement is more pronounced in areas with high topographic relief and a sunny aspect. Permafrost along the roads in the study area showed an insignificant degradation trend, and at landslides with large surface deformation, permafrost showed a significant degradation trend. Meteorological monitoring data indicate that the annual minimum mean temperature in the study area is increasing rapidly at a rate of 1.266 °C/10a during the last 40 years. The occurrence of landslides is associated with precipitation and freeze–thaw cycles. There are interactions between permafrost degradation, landslides, and vegetation degradation, and permafrost and vegetation are important influences on uneven surface settlement. Focusing on the spatial and temporal evolution process of surface deformation in the permafrost zone can help to deeply understand the mechanism of climate change impact on road hazards in the permafrost zone. [ABSTRACT FROM AUTHOR]
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- 2024
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3. A Robust Method for Selecting a High‐Quality Interferogram Subset in InSAR Surface Deformation Analysis.
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Zebker, M. S. and Chen, J.
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DEFORMATION of surfaces , *SYNTHETIC aperture radar , *SPACE-based radar , *LAND subsidence , *INDUCED seismicity - Abstract
The accuracy of Interferometric Synthetic Aperture Radar surface deformation solutions depends on the quality of the chosen interferogram subset. We present a method to select interferogram subsets based on unwrapping errors rather than temporal baseline thresholds. Using Sentinel‐1 interferograms over the Tulare Basin, California, we show that subtle phase noise can lead to up to 31.5 mm/yr line‐of‐sight (LOS) errors in short temporal baseline subset solutions, while decorrelation leads to a systematic underestimation of LOS rates (up to 92.3 mm/yr) in long temporal baseline subset solutions. Our new workflow better mitigates these noise sources at the same time. In the Eagle Ford region, Texas, our strategy better reconstructed up to 11.9 cm of cumulative LOS deformation between 2017 and 2021 over a ∼ ${\sim} $900 km2 $\mathrm{k}{\mathrm{m}}^{\mathrm{2}}$ region. This deformation feature can be linked to the total volume of produced oil and water through a linear relationship. Plain Language Summary: Surface deformation estimates derived from spaceborne imaging radar data are often impacted by weather conditions and surface vegetation changes. While it is common to select high‐quality data based on the time separation between two image passes, we designed a new data selection strategy based on measurable phase artifacts. We applied the new method to two vegetated regions that experienced land subsidence due to agricultural groundwater pumping (Tulare Basin, California) or oil and gas production (Eagle Ford region, Texas). In both cases, we show that surface deformation estimates can vary substantially depending on the choice of data subsets. Our strategy better mitigates different InSAR measurement noise terms at the same time. We showed that the observed subsidence in the Eagle Ford region is linearly proportional to the volume of produced oil and water from unconventional oil and gas resources exploitation. Furthermore, ongoing production activities have led to an increase in human‐induced earthquakes. Based on these findings, accurate surface deformation derived from InSAR data is now achievable in densely vegetated regions and can play an important role in future induced seismicity studies. Key Points: InSAR phase coherence does not always decrease with temporal baselinesChoosing interferograms based on phase unwrapping errors rather than temporal baselines better mitigates InSAR measurement noiseThe improved InSAR analysis strategy reveals up to 11.9 cm of LOS deformation signals related to oil and gas operations over the Eagle Ford [ABSTRACT FROM AUTHOR]
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- 2024
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4. 联合 InSAR与数值模拟的采空区地表 形变过程与机制研究.
- Author
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禹孙菊, 李素敏, 袁利伟, 李延林, 刘大荣, and 张龙宇
- Abstract
In order to eliminate the potential safety hazard of the mining area and the society caused by the ground subsidence disaster triggered by the continuous mining of the ore body, it is extremely important to carry out effective monitoring of the surface deformation in the mining area and research on the deformation mechanism. Therefore, based on the research background of Dengganshu mine section of Jinsha Mining Industry, the surface deformation monitoring of mining area is carried out using time-series interferometric synthetic aperture radar (InSAR) technology, and a three-dimensional model is established combining with the actual site to simulate the underground excavation process and obtain the distribution law of the displacement, stress and plastic zone of the surrounding rock of the mining area through FLAC3D, so as to comprehensively explore the deformation process and mechanism of the overlying rock and surface under the action of underground mining. The results show that the study area is in the state of non-uniform deformation, and the obvious deformation area is mainly distributed along the highway slope, and its cumulative shape variable fluctuates are in the range of 80~20 mm. Under the influence of mining, the surrounding rock of the goaf is mainly shear failure, and the plastic zone expands gradually with the increase of mining depth. With the advance of mining depth, under the action of its own gravity and mining stress, the magnitude and influence range of concentrated stress increase, and the disturbance influence on the surface is superimposed. At the end of the third mining, the movement range of surrounding rock in the goaf gradually increases and penetrates to the surface, causing surface deformation. The numerical simulation is consistent with the surface subsidence and deformation results shown by InSAR monitoring, which proves the rationality and reliability of the simulation process. The results show that the combination of InSAR monitoring and numerical simulation can directly reflect the formation process and mechanism of surface deformation in the mining area. This method can provide a reference for the monitoring of surface deformation disasters in similar underground mines and the prevention of potential disasters. [ABSTRACT FROM AUTHOR]
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- 2024
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5. Monitoring surface deformation with spaceborne radar interferometry in landslide complexes: insights from the Brienz/Brinzauls slope instability, Swiss Alps.
- Author
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Manconi, Andrea, Jones, Nina, Loew, Simon, Strozzi, Tazio, Caduff, Rafael, and Wegmueller, Urs
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DIGITAL image correlation , *DEFORMATION of surfaces , *RADAR interferometry , *DIGITAL elevation models , *REMOTE sensing - Abstract
We performed an extensive analysis of C-band SAR datasets provided by the European Space Agency (ESA) satellites ERS-1/2, Envisat ASAR, and Sentinel-1 in the period 1992–2020 aiming at reconstructing the multi-decadal spatial and temporal evolution of the surface displacements at the Brienz/Brinzauls landslide complex, located in canton Graubünden (Switzerland). To this end, we analyzed about 1000 SAR images by applying differential interferometry (InSAR), multitemporal stacking, and persistent scatterer interferometry (PSI) approaches. Moreover, we jointly considered digital image correlation (DIC) on high-resolution multi-temporal digital terrain models (DTM) generated from airborne surveys and InSAR results to compute 3-D surface deformation fields. The extensive network of GNSS stations across the Brienz landslide complex allowed us to extensively validate the deformation results obtained in our remote sensing analyses. Here, we illustrate the limitations occurring when relying on InSAR and/or PSI measurements for the analysis and interpretation of complex landslide scenarios, especially in cases of relevant spatial and temporal heterogeneities of the deformation field. The joint use of InSAR and DIC can deliver a better picture of the evolution of the deformation field, however, not for all displacement components. Since InSAR, PSI and DIC measurements are nowadays routinely used in the framework of local investigations, as well as in regional, national, and/or continental monitoring programs, our results are of major importance for users aiming at a comprehensive understanding of these datasets in landslide scenarios. [ABSTRACT FROM AUTHOR]
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- 2024
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6. Near‐surface plastic deformation in polycrystalline SrTiO3 via room‐temperature cyclic Brinell indentation.
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Okafor, Chukwudalu, Ding, Kuan, Preuß, Oliver, Khansur, Neamul, Rheinheimer, Wolfgang, and Fang, Xufei
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Dislocations are being used to tune versatile mechanical and functional properties in oxides with most current studies focusing on single crystals. For potentially wider applications, polycrystalline ceramics are of concern, provided that dislocations can be successfully introduced. However, in addition to preexisting pores and flaws, a major barrier for bulk plastic deformation of polycrystalline ceramics lies in the grain boundaries (GBs), which can lead to dislocation pile‐up and cracking at the GBs due to the lack of sufficient independent slip systems in ceramics at room temperature. Here, we use the cyclic Brinell indentation method to circumvent the bulk deformation and focus on near‐surface regions to investigate the plastic deformation of polycrystalline SrTiO3 at room temperature. Dislocation etch‐pit analysis suggests that plastic deformation can be initiated within the grains, at the GBs, and from the GB triple junction pores. The deformability of the individual grains is found to be dependent on the number of cycles, as also independently evidenced on single‐crystal SrTiO3 with representative surface orientations (001), (011), and (111). We also identify a grain‐size‐dependent plastic deformation. [ABSTRACT FROM AUTHOR]
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- 2024
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7. Nondestructively identifying the mechanical behavior of soft tissues using surface deformation with an explicit inverse approach.
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Mei, Yue, Zhao, Dongmei, Xiao, Changjiang, Sun, Zhi, Zhang, Weisheng, and Guo, Xu
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ELASTICITY , *DEFORMATION of surfaces , *MODULUS of rigidity , *TISSUES , *INVERSE problems - Abstract
• Inhomogeneous elastic properties are identified using an explicit inverse method. • High accuracy in identification can be achieved using limited surface deformation. • The explicit inverse method can reduce the relative error from 40 % to 5 %. Identifying the spatial variation of stiffness properties in soft tissues nondestructively, with limited surface measurements, poses significant challenges. In this paper, we present a novel explicit inverse approach designed to characterize the nonhomogeneous elastic property distribution of soft tissues using only surface displacement datasets. In contrast to the prevalent implicit inverse approach, which focuses on optimizing the elastic properties of individual pixels, our proposed method optimizes the geometric parameters of deformable and movable components, as well as shear moduli of each component. As a result, the proposed approach requires far fewer optimization variables, streamlining the process. Numerical tests conducted in this study demonstrate the superiority of the explicit inverse method over the implicit inverse method, providing much-improved reconstructed results. In particular for a ring structure, while the average relative error of reconstruction using the implicit inverse method can exceed 40 %, the explicit inverse method achieves a remarkable average relative error of only 5 %. Given that surface displacements are easily measurable, the integration of our proposed explicit inverse method with low-cost imaging techniques shows great potential in accurately mapping the elastic property distribution of biological tissues. [ABSTRACT FROM AUTHOR]
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- 2024
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8. Advances in InSAR Analysis of Permafrost Terrain.
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Zwieback, S., Liu, L., Rouyet, L., Short, N., and Strozzi, T.
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SYNTHETIC aperture radar ,FROST heaving ,RADAR interferometry ,ICE ,DEFORMATION of surfaces - Abstract
Differential interferometric synthetic aperture radar (InSAR) is a remote sensing technique for measuring surface displacements with precision down to millimeters, most commonly from satellites. In permafrost landscapes, InSAR measurements can provide valuable information on geomorphic processes and hazards, including thaw subsidence and frost heave, thermokarst, and permafrost creep. We first review recent progress in InSAR data availability, InSAR processing and uncertainty analysis methods relevant to permafrost studies. These technical advances have contributed to our understanding of surface deformation in flat and sloping terrain in polar and mountainous regions. We emphasize two emerging trends. First, InSAR increasingly enables insight into the mechanisms, controls, and drivers of permafrost landscape dynamics on subseasonal to decadal time scales. Second, InSAR observations in conjunction with models enable novel ways to infer subsurface parameters, such as near‐surface ground ice content and active layer thickness. We anticipate that in the coming decade, InSAR will mature into a widely used operational tool for monitoring, modeling, and planning across rapidly changing permafrost landscapes. [ABSTRACT FROM AUTHOR]
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- 2024
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9. Integrating the Finite Element Method with Python Scripting to Assess Mining Impacts on Surface Deformations.
- Author
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Dudek, Mateusz, Mrocheń, Dawid, Sroka, Anton, and Tajduś, Krzysztof
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COAL mining ,FINITE element method ,DEFORMATION potential ,NUMERICAL analysis ,SURFACE potential - Abstract
Mining operations disrupt the structure of rock layers, leading to surface deformations and potential mining damage. This issue has been extensively studied since the 19th century using various analytical, geometric-integral, and stochastic methods. Since the 1990s, numerical methods have been increasingly applied to determine changes in the stress and strain states of rock masses due to mining activities. These methods account for numerous additional factors influencing surface deformation, offering significant advantages over classical approaches. However, modelling rock masses presents challenges, particularly in calibrating the mechanical parameters of rock layers, an area extensively researched with numerous publications. In this study, we determined the mechanical parameter values of rock layers at the advancing mining front using a custom Python script and Finite Element Method (FEM) numerical models. We also introduced a modification to evaluate the error of the estimated parameter values. Numerical analyses were conducted for the Piast–Ziemowit mine region in Poland, utilizing mining, geological, and surveying data. Our results demonstrate that accurate calibration of mechanical parameters is crucial for reliable predictions of surface deformations. The proposed methodology enhances the precision of numerical models, providing a more robust framework for assessing the impact of mining activities on rock layers. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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10. InSAR-derived surface deformation characteristics and mining subsidence parameters in mountain coal mines.
- Author
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Jiang, Xiaowei, Shi, Wenbing, Liang, Feng, Gui, Jingjing, and Li, Jiawei
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MINE subsidences ,MINES & mineral resources ,DEFORMATION of surfaces ,EMERGENCY management ,ECONOMIC development - Abstract
Mining-induced surface deformation disrupts ecological balance and impedes economic progress. This study employs SBAS-InSAR with 107-view of ascending and descending SAR data from Sentinel-1, spanning February 2017 to September 2020, to monitor surface deformation in the Fa'er Coal Mine, Guizhou Province. Analysis on the surface deformation time series reveals the relationship between underground mining and surface shifts. Considering geological conditions, mining activities, duration, and ranges, the study determines surface movement parameters for the coal mine. It asserts that mining depth significantly influences surface movement parameters in mountainous mining areas. Increasing mining depth elevates the strike movement angle on the deeper side of the burial depth by 22.84°, while decreasing by 7.74° on the shallower side. Uphill movement angles decrease by 4.06°, while downhill movement angles increase by 15.71°. This emphasizes the technology's suitability for local mining design, which lays the groundwork for resource development, disaster prevention, and ecological protection in analogous contexts. [ABSTRACT FROM AUTHOR]
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- 2024
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11. Deformation of surfaces along curves and their applications.
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Yoon, Dae Won and Lee, Hyun Chol
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DEFORMATION of surfaces ,ALGEBRAIC functions - Abstract
The connections between parameter surfaces enable the development of various geometric designs. However, these surfaces are generally connected along their boundaries in a rectangular domain. This study investigated the methods for connecting surfaces along a curve. To this end, we introduced two-variable degenerate functions and utilized their algebraic properties to characterize the form of the parameter surfaces for practical surface construction. The results were used to deform the surfaces along the curve. For application, we presented the examples of deformations using Bézier surfaces and extended them to general surfaces. [ABSTRACT FROM AUTHOR]
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- 2024
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12. Evaluation of crustal deformation and associated strong motions induced by the 2022 Paktika earthquake, AfghanistanKey points
- Author
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A. Bari Jahed, Ömer Aydan, Takashi Ito, and Naoki Iwata
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Paktika earthquake ,FEM ,SAR ,Afghanistan ,fault rupture ,surface deformation ,Geology ,QE1-996.5 - Abstract
The 2022 Paktika earthquake (moment magnitude: 6.2) occurred on June 22, 2022, near the border between the Khost and Paktika Provinces of Afghanistan, causing heavy damage and casualties in Paktika Province. This study evaluated the crustal deformation and associated strong motions induced by the Paktika earthquake. Crustal deformations were determined using the Differential Interferometric Synthetic Aperture Radar (DInSAR) technique and three-dimensional finite element method (3D-FEM) and the results were compared. The permanent ground displacements obtained from the DInSAR and 3D-FEM analyses were similar in terms of amplitude and areal distribution. Strong motions were estimated using the 3D-FEM with and without considering regional topography. The estimations of maximum ground acceleration, velocity, and permanent ground deformations were compared among each other as well as with those inferred from failures of some simple structures in the Spera and Gayan districts. The inferred maximum ground acceleration and velocity from the failed adobe structures were more than 300 Gal and 50 cm/s, respectively, nearly consistent with the estimates obtained using empirical methods. The empirical method yielded a maximum ground acceleration of 347 Gal, whereas the maximum ground velocity was approximately 50 cm/s. In light of these findings, some surface expressions of crustal deformations and strong ground motions, such as failures of soil and rock slopes and rockfalls, have been presented. The rock slope failures in the epicentral area were consistent with those observed during various earthquakes in Afghanistan and worldwide.
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- 2024
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13. Evaluation of crustal deformation and associated strong motions induced by the 2022 Paktika earthquake, Afghanistan.
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Jahed, A. Bari, Aydan, Ömer, Takashi Ito, and Naoki Iwata
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SYNTHETIC aperture radar , *ROCK slopes , *GROUND motion , *DEFORMATION of surfaces , *ACCELERATION (Mechanics) , *ROCKFALL - Abstract
The 2022 Paktika earthquake (moment magnitude: 6.2) occurred on June 22, 2022, near the border between the Khost and Paktika Provinces of Afghanistan, causing heavy damage and casualties in Paktika Province. This study evaluated the crustal deformation and associated strong motions induced by the Paktika earthquake. Crustal deformations were determined using the Differential Interferometric Synthetic Aperture Radar (DInSAR) technique and three-dimensional finite element method (3DFEM) and the results were compared. The permanent ground displacements obtained from the DInSAR and 3D-FEM analyses were similar in terms of amplitude and areal distribution. Strong motions were estimated using the 3D-FEM with and without considering regional topography. The estimations of maximum ground acceleration, velocity, and permanent ground deformations were compared among each other as well as with those inferred from failures of some simple structures in the Spera and Gayan districts. The inferred maximum ground acceleration and velocity from the failed adobe structures were more than 300 Gal and 50 cm/s, respectively, nearly consistent with the estimates obtained using empirical methods. The empirical method yielded a maximum ground acceleration of 347 Gal, whereas the maximum ground velocity was approximately 50 cm/s. In light of these findings, some surface expressions of crustal deformations and strong ground motions, such as failures of soil and rock slopes and rockfalls, have been presented. The rock slope failures in the epicentral area were consistent with those observed during various earthquakes in Afghanistan and worldwide. [ABSTRACT FROM AUTHOR]
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- 2024
- Full Text
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14. ESKİŞEHİR İLİNDE YAPI TEMEL KAZILARINDA SIVILAŞMA İZLERİNİN ARAŞTIRILMASI
- Author
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Ali Kayabaşı
- Subjects
eskişehir ,earthquake ,liquefaction ,cap soil ,surface deformation ,deprem ,sıvılaşma ,kapak zemin ,yüzey deformasyonu ,Engineering (General). Civil engineering (General) ,TA1-2040 - Abstract
Bu çalışmanın amacı, Eskişehir ilinde geçmiş depremlerde sıvılaşmanın varlığını araştırmaktır. Bu kapsamda Eskibağlar, Yenibağlar, Vişnelik, Sümer ve Şarhöyük mahallelerindeki temel kazılarında inceleme yapılmıştır. Şarhöyük ve Vişnelik mahallelerindeki temel kazılarında bulunan kum mercekleri dışında belirgin kum sokulumu ve benzeri oluşumlar diğer kazılarda bulunamamıştır. Depremde oluşacak sıvılaşma nedeniyle temel kazılarında yüzey deformasyonu oluşabilirliği de araştırılmıştır. 0.33g ve 0.48g ivmelerini oluşturacak deprem senaryoları değerlendirilmiştir. 0.33g ivme ile oluşacak bir deprem senaryosunda Şarhöyük ve Sümer mallelerin temel kazılarında sıvılaşma belirlenememiştir. Yenibağlar, Eskibağlar ve Vişnelik mahallelerindeki temel kazılarında sıvılaşabilir seviyeler belirlenmiştir. 0.48g ivmeli deprem senaryosunda tüm temel kazı sahalarında sıvılaşan seviyeler belirlenmiştir. Bu seviyelerin kalınlıklarının 0.33g deprem senaryosuna göre arttığı görülmüştür. Sıvılaşma Şiddeti İndeksi-Kapak zemin Kalınlığı (m) abağına göre 0.33g deprem senaryosuna göre Yenibağlar mahallesinde deformasyon izi yüzeyde beklenmemektedir. Eskibağlar ve Vişnelik mahallelerinde ise sıvılaşma beklenmemektedir. 0.48g depremi senaryosuna göre Vişnelik ve Yenibağlar mahallelerinde yüzeyde sıvılaşma deformasyonu beklenmektedir. Şarhöyük ve Eskibağlar mahallelerinde yüzeyde sıvılaşma izi beklenmezken, Sümer mahallesinde sıvılaşma beklenmemektedir.
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- 2024
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15. Nonlinear model of interaction of unsteady fluid flow with structure in hydraulic systems of aircraft and helicopters
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Pavlo Lukianov and Kateryna Pavlova
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aircraft ,helicopter ,incompressible (droplet) fluid ,flow-structure interaction ,water hammer ,stress ,surface deformation ,fatigue ,Motor vehicles. Aeronautics. Astronautics ,TL1-4050 - Abstract
The subject of this work is the development of a nonlinear model of the interaction of an unsteady fluid flow with a structure and finding analytical solutions for the system of equations that correspond to the specified model. The convection effect of the fluid velocity field was already considered in the previous works of the authors of this paper. These studies are devoted to the water hammer without considering the "flow-structure" interaction. This work expands the possibilities of modeling and considers four equations instead of two equations of the theory of the water hammer (equations of conservation of mass and momentum), two of which relate to the motion of particles of a solid body (pipes or structures). The novelty of this work lies in the consideration of the model that describes the interaction of the flow with the structure, the convection in the velocity field, and the effect, together with the friction of the fluid against the solid wall, on the dynamics of the shock pulse propagation process both in the fluid and in the solid body. It should be noted that the solution of the nonlinear system of differential equations as a whole is carried out by an analytical method, which makes it possible to obtain an exact (rather than numerical) solution of the problem. Since the effects of various factors should be evaluated by comparison with the main components, dimensionless equations containing six parameters (dimensionless combinations) were obtained in this study. Two of these parameters were named after scientists – Darcy and Weisbach (steady friction) and Bruno (unsteady friction). Particular cases of the general (full) model were considered, and the effects of various factors on the dynamics of the interaction of the flow with the structure during the propagation of the shock pulse were determined. Research methods are purely theoretical. The concepts of a self-similar equation and a system of equations, balances of forces acting on particles of a fluid and a solid body, and a standard method of reducing a system of equations to a single equivalent equation are used. Conclusions. An extended model of the interaction between the unsteady fluid flow and the structure is proposed. The transition to a self-similar variable makes it possible to solve a nonlinear system of differential equations and obtain an analytical (exact) solution. The functions of longitudinal stress in a solid body, pressure disturbance, and velocity of motion of particles in a solid body (pipe) are linearly expressed by the velocity of shock pulse propagation in the fluid. It should also be noted that the results for the particular case of the linear model completely agree with the already known ones. The advantage of using a self-similar solution is that it is easy to obtain. The results of previous studies on the water hammer problem were qualitatively consistent. As the fluid viscosity increases, the shock pulse domain becomes more concentrative.
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- 2024
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16. Study on deformation characteristics of room-and-pillar mined-out area based on physical simulation test
- Author
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Yaming LIU, Tianfeng GU, Yanchao WANG, and Xuanyu YANG
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room-and-pillar ,mined-out area ,overburden movement ,unconsolidated formation ,surface deformation ,Mining engineering. Metallurgy ,TN1-997 - Abstract
The room-and-pillar mined-out area has the characteristics of small recovery rate and large coal pillar, and its overburden movement law and surface deformation law are quite different from those of long-wall mined-out area. In the case of coal pillar failure, the surface will produce large deformation, threatening the safety of surface structures. In order to study the deformation and development mechanism of overlying rock and unconsolidated formation in shallow and gently tilted room-and-pillar mined-out area, based on PIV image processing technology and modular assembly idea, a physical model was established in the laboratory to carry out physical simulation experiments, inversion of the deformation and development process of overlying rock and unconsolidated formation in room-and-pillar mined-out area, and analysis of the deformation mechanism of overlying rock and unconsolidated formation under the condition of room-and-pillar mining and coal pillar instability. The research results show that: ① the overburden deformation of shallow buried and gently mined goaf can be divided into three areas: “banded” deformation area, “trapezoidal” deformation area and “inverted funnel” deformation area. The deformation in the unconsolidated formation is “trapezoidal”. ② Under the instability condition of coal pillar, the overburden deformation law remains unchanged, and the deformation characteristics of unconsolidated formation develop from “trapezoidal” to “funnel”. With the increase of unstable coal pillar, the deformation of unconsolidated formation increases, and the “funnel” deformation area gradually expands from the center to both ends. ③ After the end of room-and-pillar mining, the stress of the goaf roof can be simplified to simply supported beams bearing uniform load. In the case of continuous instability of coal pillar, the static load of overlying rock and unconsolidated formation will lead to the goaf roof reaching the ultimate equilibrium state. The failure mode of the roof is tensile breaking, and cracks are generated under the action of tensile stress, but the roof is not completely broken. The goaf roof forms a cantilever beam structure with cracks. The instability of coal pillar in shallow and gently tilting room-and-pillar mined-out area has a strong influence on the surface deformation, and the deformation of unconsolidated formation and overlying rock are in the same order of magnitude.
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- 2024
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17. Analytical determination of the stress-strain state of soil mass during tunnelling
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A. Z. Ter-Martirosyan and V. V. Rud
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tbm ,tunnel ,surface deformation ,face-support pressure ,face stability ,sss of the soil mass ,melan’s solution ,Architecture ,NA1-9428 ,Construction industry ,HD9715-9717.5 - Abstract
Introduction. One of the effective approaches to assessing the impact of tunnel construction works involves a comprehensive approach to problem-solving, including determination of the face-support pressure to ensure the stability of the tunnel face and assessment of additional surface movements that occur during tunnel construction. This approach is justified by the fact that actual displacements can be close to predicted ones when the optimal face-support pressure is selected and there is no face loss of soil, which could lead to unforeseen deformations. However, it should be noted that the method for calculating pressure presented in the current standard is a preliminary forecast and requires constant adjustment of the pressure during tunnel construction works.Materials and methods. In this work, the authors adapted Melan’s problem formulation with a horizontal load parallel to the surface to assess the change in the stress-strain state of the soil mass before tunnel face excavation due to the application of the face-support pressure. The problem formulation corresponds to the stage of work preparation before excavation of the soil for the installation of a precast concrete lining ring into its design position.Results. Based on the analytical equations formulated in the MathCAD software environment, isopoles of vertical and horizontal stresses, and vertical deformations were created. The obtained isopoles were compared with isopoles generated in the Plaxis 2D software using similar parameters to validate the results. Additionally, isopoles of the soil mass under the influence of the face-support pressure, considering self-weight stresses, were obtained to establish a more realistic stress-strain state of the mass in which a tunnel is being constructed.Conclusions. The analysis of the research results has shown that the isopoles are quantitatively and qualitatively similar to each other. The method proposed by the authors can be adapted with appropriate modifications to adjust the face-support pressure during construction, which is necessary both to ensure the stability of the tunnel face during construction and to minimize the impact of the face-support pressure on the ground surface.
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- 2024
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18. Multi-source remote sensing identification of underground coal fires based on the fusion of surface temperature and deformation.
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Hao YU, Haolei ZHANG, Ziyan ZHANG, Zhenlu SHAO, Hongfeng ZHAO, and Shiyong YAN
- Subjects
coal fire detection ,generalized single-channel algorithm ,ds–insar ,multi-source remote sensing ,surface temperature ,surface deformation ,Mining engineering. Metallurgy ,TN1-997 - Abstract
Underground coal fires have strong concealment and great harm, not only damaging vegetation and ecological environment, causing serious air pollution, but also easily inducing geological disasters, threatening the safety of life and property of surrounding people, as well as the safety of coal production. Therefore, accurate identification and monitoring of underground coal fire disasters is of great significance. To address the issue of difficulty in accurately identifying underground coal fires using a single remote sensing method, multiple Landsat-8 and Sentinel-1 A images from 2017 to 2019 were used. Long term surface temperature and surface deformation of Shuixigou coalfield were obtained using generalized single channel algorithm and DS–InSAR (Distributed Scatterer Inter fabric Synthetic Aperture Radar) technology, respectively. On this basis, research on multi-source remote sensing recognition of underground coal fires by integrating surface temperature and deformation was carried out based on methods such as threshold segmentation and spatiotemporal coupling superposition analysis. The results indicate that the spatiotemporal collaborative analysis of surface long-term temperature and deformation can effectively overcome the impact of complex abnormal signals such as non coal fire high temperature or deformation, and basically accurately restore the response characteristics of underground coal fire signals in the two dimensions of surface temperature and deformation. Moreover, subtle differences were found in the spatial distribution patterns of surface temperature anomalies and deformation anomalies in underground coal fire areas. The deformation anomaly benefits from the resolution of SAR images and fewer external interference factors, which have a stronger indicating effect on underground coal fire identification. However, the range of coal fire areas correctly identified based on temperature anomalies has better spatial consistency with the actual coal fire boundaries. In addition, there is a small deviation between the temperature and deformation peak spatial position of underground coal fire disasters. However, there is a clear consistency in the response between temperature and deformation in the time dimension, which is characterized by stable abnormal high temperatures and continuous subsidence in the coal fire area. It can be seen that compared to a single remote sensing method, the method of integrating temperature and deformation can more accurately identify underground coal fire areas, providing good technical support for the wide area survey and timely prevention and control of underground coal fire disasters.
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- 2024
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19. Prediction of surface deformation induced by mining thin coal seam: A case study of Guanshan coalfield in Sichuan
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Wei Cai, Linyang Li, Mengming Lin, Jingyong Wang, Ping Wang, Qingmiao Li, Zhiping Ye, Jie Zhang, and Jianjun Zhao
- Subjects
Thin coal seam ,FLAC3D ,Probability integral method ,Surface deformation ,Subsidence prediction ,Geology ,QE1-996.5 ,Geophysics. Cosmic physics ,QC801-809 - Abstract
The problem of surface deformation caused by coal mining is acute and usually lasts for a long time. During coal mining, the movement of the overlying strata has a broad range of influences, which may cause surface deformation, surface cracking, and damage to structures (buildings). However, continuous deformation monitoring data are often scarce in practice, making it challenging to predict the surface deformation caused by coal mining. In this context, this paper takes Sichuan’s Guanshan coalfield as the research object and proposes a comprehensive method integrating interferometric synthetic aperture radar (InSAR) technology, the FLAC3D finite difference software, and the probability integral method to predict the surface deformation caused by mining a thin seam of coal. The results show that the trend of surface deformation estimated by the numerical simulation agrees well with the results of InSAR data and the probability integral model when using InSAR historical deformation data to invert the parameters of rock mechanics in the numerical simulation, which is beneficial to improving the reliability of the simulation results. The calculations of the probability integral method are close to the predictions of the FLAC3D numerical simulation, and a settlement deformation of 0.68 m is expected to occur in the Guanshan coalfield area. The comprehensive prediction method proposed in this paper effectively enhances the accuracy of surface deformation prediction under the action of mining and can provide a reference for predicting the surface subsidence of similar coal mines.
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- 2024
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20. Aerial SfM–MVS Visualization of Surface Deformation along Folds during the 2024 Noto Peninsula Earthquake (Mw7.5).
- Author
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Yoshida, Kazuki, Endo, Ryo, Iwahashi, Junko, Sasagawa, Akira, and Yarai, Hiroshi
- Subjects
- *
DEFORMATION of surfaces , *DIGITAL photography , *SYNTHETIC aperture radar , *AERIAL photographs , *EARTHQUAKES - Abstract
This study aimed to map and analyze the spatial pattern of the surface deformation associated with the 2024 Noto Peninsula earthquake (Mw7.5) using structure-from-motion/multi-view-stereo (SfM–MVS), an advanced photogrammetric technique. The analysis was conducted using digital aerial photographs with a ground pixel dimension of 0.2 m (captured the day after the earthquake). Horizontal locations of GCPs were determined using pre-earthquake data to remove the wide-area horizontal crustal deformation component. The elevations of the GCPs were corrected by incorporating quasi-vertical values derived from a 2.5-dimensional analysis of synthetic aperture radar (SAR) results. In the synclinorium structure area, where no active fault had previously been identified, we observed a 5 km long uplift zone (0.1 to 0.2 km in width), along with multiple scarps that reached a maximum height of 2.2 m. The area and shape of the surface deformation suggested that the induced uplift and surrounding landslides were related to fold structures and their growth. Thus, our study shows the efficacy of SfM–MVS with respect to accurately mapping earthquake-induced deformations, providing crucial data for understanding seismic activity and informing disaster-response strategies. [ABSTRACT FROM AUTHOR]
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- 2024
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21. 基于物理模拟试验的房柱式采空区变形特征研究.
- Author
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刘亚明, 谷天峰, 王闫超, and 杨烜宇
- Subjects
DEFORMATION of surfaces ,DEAD loads (Mechanics) ,COAL mining ,FAILURE mode & effects analysis ,SURFACE structure - Abstract
Copyright of Coal Science & Technology (0253-2336) is the property of Coal Science & Technology and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
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- 2024
- Full Text
- View/download PDF
22. The Influence of Metro Tunnel Construction Parameters on the Settlement of Surrounding Buildings.
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Ter-Martirosyan, Armen Z., Anzhelo, George O., and Rud, Victoria V.
- Subjects
UNDERGROUND construction ,TUNNEL design & construction ,SURFACE of the earth ,SOIL mechanics ,PARTICLE size determination - Abstract
The construction of tunnels in conditions of dense urban development affects buildings, structures, and engineering communications located at the surface. In this work, through dispersion analysis, factors influencing the settlement of the earth's surface and buildings during tunneling were selected. Subsequently, a model based on statistically significant parameters that can predict deformations at the pre-design stage was created. This research was conducted using data from geotechnical monitoring obtained during the construction of underground structures, with information about the technological parameters of shield tunneling in the construction of the single-track lines of the Moscow Metro using TBM with face-support pressure and engineering–geological conditions. In the obtained model, there is a clear dependency between the additional displacement of the monitoring object located above the projected tunnel and the average face-support pressure causing the mentioned deformations. The response is also affected by the soil deformation model at the tunnel face, the depth of the tunnel, and the soil excavation for the installation of one ring. [ABSTRACT FROM AUTHOR]
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- 2024
- Full Text
- View/download PDF
23. The Role of Lower Crustal Rheology on Surface Deformation During Oblique Extension: Insights From Sandbox Modeling.
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Mao, Yuqiong, Li, Yiquan, Jia, Dong, Wang, Xianyan, Chen, Yingying, Li, Qin, and Li, Rui
- Subjects
RHEOLOGY ,DEFORMATIONS (Mechanics) ,CRUST of the earth ,KINEMATICS ,VISCOSITY - Abstract
Extensive researches have been conducted on the relationship between surface deformation and the properties of upper crust. However, the link between surface deformation and lower crustal rheology, especially in a three‐dimensional context, remains unclear. In this study, we utilize sandbox modeling to investigate the impact of lower crustal rheology on surface deformation during oblique extension. Under the same conditions, six models with different lower crustal viscosities, both with and without syn‐kinematic deposits, are conducted. The results indicate that a decrease in lower crustal viscosity may contribute to an increase in: (a) graben width, (b) graben length, (c) graben spacing, (d) the number of isolated rifts and (e) topographic relief of oblique extensional systems, while also leading to a reduction in the total number of grabens. Notably, there exists a negative linear correlation between graben spacing and lower crustal viscosity. In map view, the angle between fault strike and the direction of pre‐existing discontinuities increases as the viscosity of the lower crust decreases. Furthermore, the frequency of large rakes (>50°) decreases with decreasing lower crustal viscosity. These findings align with natural examples such as the East African Rift System, Weihe Graben and the South Tibetan Rift in terms of geomorphology, tectonics, and crustal rheology. Through a comprehensive comparison of the graben width, spacing, and the angle between fault strike and the direction of pre‐existing discontinuities, our study provides valuable insights into the rheology of the lower crust in natural settings. Key Points: Lower crustal viscosity affects width, spacing, relief, and fault strike of oblique rifts, forming regular changes in rift geomorphologyFaults show increasing strike‐slip components with decreasing lower crustal viscosityOur models can provide new insights on understanding the lower crustal viscosity from surface deformation in nature [ABSTRACT FROM AUTHOR]
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- 2024
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24. Surface Deformation Time-Series Monitoring and Stability Analysis of Elevated Bridge Sites in a Coal Resource-Based City.
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Li, Hongjia, Li, Huaizhan, Chen, Yu, Yuan, Yafei, Gao, Yandong, Li, Shijin, and Guo, Guangli
- Abstract
The viaduct is an important infrastructure for urban sustainable development, but it will inevitably pass through a coal mining subsidence area in coal resource-based cities, which poses a threat to the construction and operation of the viaduct. However, there is a lack of research on long time-series monitoring and assessing the safety of elevated bridges above subsidence areas, both domestically and internationally. In this study, a resource-based city viaduct in Shandong, China, was selected as the research object, utilizing SBAS-InSAR technology for deformation monitoring during bridge construction and post-opening phases. The viaduct based on the goaf was analyzed by the key settlement subsection. Before completing construction (March 2019 to December 2020), research revealed that the cumulative maximum deformation in the bridge area was 44mm and the maximum uplift was 22 mm, with overall stability in the underlying subsidence area. After completion (January 2021 to July 2023), the cumulative maximum deformation value in the elevated bridge area was 10mm and the maximum uplift was 6 mm, indicating minimal fluctuations over three years, maintaining overall stability. This stable condition ensures the safety of construction and operation of regional elevated bridges. These findings not only support the safe operation of bridges in underlying subsidence areas but also provide a new approach to sustainable areas globally, especially in coal resource-based urban areas. [ABSTRACT FROM AUTHOR]
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- 2024
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25. Surface Deformation of Biocompatible Materials: Recent Advances in Biological Applications.
- Author
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Yoon, Sunhee, Fuwad, Ahmed, Jeong, Seorin, Cho, Hyeran, Jeon, Tae-Joon, and Kim, Sun Min
- Subjects
- *
DEFORMATION of surfaces , *MICROPHYSIOLOGICAL systems , *SURFACE topography , *BIOMATERIALS , *BIOMEDICAL materials , *BIOSENSORS - Abstract
The surface topography of substrates is a crucial factor that determines the interaction with biological materials in bioengineering research. Therefore, it is important to appropriately modify the surface topography according to the research purpose. Surface topography can be fabricated in various forms, such as wrinkles, creases, and ridges using surface deformation techniques, which can contribute to the performance enhancement of cell chips, organ chips, and biosensors. This review provides a comprehensive overview of the characteristics of soft, hard, and hybrid substrates used in the bioengineering field and the surface deformation techniques applied to the substrates. Furthermore, this review summarizes the cases of cell-based research and other applications, such as biosensor research, that utilize surface deformation techniques. In cell-based research, various studies have reported optimized cell behavior and differentiation through surface deformation, while, in the biosensor and biofilm fields, performance improvement cases due to surface deformation have been reported. Through these studies, we confirm the contribution of surface deformation techniques to the advancement of the bioengineering field. In the future, it is expected that the application of surface deformation techniques to the real-time interaction analysis between biological materials and dynamically deformable substrates will increase the utilization and importance of these techniques in various fields, including cell research and biosensors. [ABSTRACT FROM AUTHOR]
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- 2024
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26. 融合地表温度与形变的地下煤火多源遥感识别研究.
- Author
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于灏, 张豪磊, 张子彦, 邵振鲁, 赵宏峰, and 闫世勇
- Subjects
DEFORMATION of surfaces ,SYNTHETIC apertures ,SYNTHETIC textiles ,SURFACE temperature ,REMOTE sensing - Abstract
Copyright of Coal Science & Technology (0253-2336) is the property of Coal Science & Technology and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
- Published
- 2024
- Full Text
- View/download PDF
27. Assessing Ecological Impacts and Recovery in Coal Mining Areas: A Remote Sensing and Field Data Analysis in Northwest China.
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Song, Deyun, Hu, Zhenqi, Yu, Yi, Zhang, Fan, and Sun, Huang
- Subjects
- *
COAL mining , *REMOTE sensing , *SUSTAINABILITY , *ECOLOGICAL impact , *AFFORESTATION , *RESTORATION ecology - Abstract
In the coal-rich provinces of Shanxi, Shaanxi, and Inner Mongolia, the landscape bears the scars of coal extraction—namely subsidence and deformation—that disrupt both the terrain and the delicate ecological balance. This research delves into the transformative journey these mining regions undergo, from pre-mining equilibrium, through the tumultuous phase of extraction, to the eventual restoration of stability post-reclamation. By harnessing a suite of analytical tools, including sophisticated remote sensing, UAV aerial surveys, and the meticulous ground-level sampling of flora and soil, the study meticulously measures the environmental toll of mining activities and charts the path to ecological restoration. The results are promising, indicating that the restoration initiatives are effectively healing the landscapes, with proactive interventions such as seeding, afforestation, and land rehabilitation proving vital in the swift ecological turnaround. Remote sensing technology, in particular, emerges as a robust ally in tracking ecological shifts, supporting sustainable practices and guiding ecological management strategies. This study offers a promising framework for assessing geological environmental shifts, which may guide policymakers in shaping the future of mining rehabilitation in arid and semi-arid regions. [ABSTRACT FROM AUTHOR]
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- 2024
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- View/download PDF
28. 时序 InSAR 在识别阳朔县潜在滑坡中的应用.
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朱军桃, 代程远, 刘玉升, and 林知宇
- Abstract
The surface deformation of Yangshuo County is extracted by small baselines subset interferometry synthetic aperture radar(SBAS-InSAR) and persistent scatterer interferometry synthetic aperture radar(PS-InSAR) based on 30 Sentinel-1A views covering Yangshuo County from January 2018 to December 2019. The results show that the deformation rate monitored by SBAS is from -20. 1 to 16. 7 mm / a, and that monitored by PS is from -24. 4 to 24. 6 mm / a. The results obtained by the two methods are consistent. Landslide hazards are mainly distributed in highway side slope and rural mountains which are exploited by human beings. The subside is mostly affected by human activities such as production and construction. Because of the geological characteristics of complex structure in Guangxi, the influence of continuous rainfall may accelerate the subsidence. This case can provide effective data and technical support for disaster prevention and reduction in Yangshuo, and provide ideas and reference for landslide monitoring and analysis in hills and mountainous areas. It also proves that interferometric synthetic aperture radar, as a new radar measurement means, can accurately and efficiently identify landslide hazards in the area. [ABSTRACT FROM AUTHOR]
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- 2024
- Full Text
- View/download PDF
29. Development and Deformation Characteristics of Large Ancient Landslides in the Intensely Hazardous Xiongba-Sela Section of the Jinsha River, Eastern Tibetan Plateau, China.
- Author
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Yan, Yiqiu, Guo, Changbao, Zhang, Yanan, Qiu, Zhendong, Li, Caihong, and Li, Xue
- Subjects
- *
MASS-wasting (Geology) , *PLATEAUS , *LANDSLIDES , *DEBRIS avalanches , *SYNTHETIC aperture radar , *FIELD research , *REMOTE sensing , *RADIOACTIVE waste management - Abstract
The upstream Jinsha River, located in the eastern Tibetan Plateau, has been experiencing intense geological hazards characterized by a high density of ancient landslides, significant deformation and reactivation challenges. In this study, remote sensing interpretation, field investigations, and Small Baseline Subset Interferometric Synthetic Aperture Radar (SBAS-InSAR) technologies have been employed. Along a 17 km stretch of the Jinsha River, specifically in the Xiongba-Sela segment, 16 large-scale ancient landslides were identified, 9 of which are currently undergoing creeping deformation. Notably, the Sela and Xiongba ancient landslides exhibit significant deformation, with a maximum deformation rate of −192 mm/yr, indicating a high level of sliding activity. The volume of the Sela ancient landslide is estimated to be 1.8 × 108 to 4.5 × 108 m3, and characterized by extensive fissures and long-term creeping deformation. The SBAS-InSAR results revealed significant spatial variations in the deformation of the Sela ancient landslide, generally displaying two secondary zones of intense deformation, and landslide deformation exhibits nonlinear behavior with time. Between January 2016 and February 2022, Zone III1 on the southwest side of the Sela ancient landslide, experienced a maximum cumulative deformation of −857 mm, with a maximum deformation rate of −108 mm/yr. Zone III2, on the northeast side of the Sela ancient landslide, the maximum cumulative deformation was −456 mm, with a maximum deformation rate of −74 mm/yr; among these, the H2 and H4 secondary bodies on the south side of III1 are in the accelerative deformation stage and at the Warn warning level. We propose that the large-scale flood and debris flow disasters triggered by the Baige landslide-dammed lake-dam broken disaster chain in Tibetan Plateau during October and November 2018 caused severe erosion at the foot of downstream slopes. This far-field triggering effect accelerated the creep of the downstream ancient landslides. Consequently, the deformation rate of Zone III2 of the Sela ancient landslide increased by 6 to 8 times, exhibiting traction-type style reactivation. This heightened activity raises concerns about the potential for large-scale or overall reactivation of the landslide, posing a risk of damming the Jinsha River and initiating a dam-break disaster chain. Our research on the reactivation characteristics and mechanisms of large ancient landslides in high deep-cut valleys provides valuable guidance for geological hazard investigation and risk prevention. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
30. Sensitivity and reliability analysis to MSBAS regularization for the estimation of surface deformation over a mine.
- Author
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Qiuxiang Tao, Zekun Zheng, Min Zhai, Shihao Zhang, Leyin Hu, and Tongwen Liu
- Subjects
- *
REGULARIZATION parameter , *DEFORMATION of surfaces , *SENSITIVITY analysis , *TIKHONOV regularization , *TIME series analysis , *SINGULAR value decomposition , *LEAD time (Supply chain management) - Abstract
To systematically and thoroughly analyze the sensitivity and reliability of the MSBAS regularization for the estimation of surface deformation over a mine in combination with an application example, this study processed 101 Sentinel-1A/B SAR images, constructed and solved the 2D deformation models using SVD and Tikhonov regularization methods with different orders and parameters, and estimated the vertical and east-west surface deformation time series in a mine of China. Then, this study collected the leveling-monitoring vertical surface deformation data on three leveling points, and compared and analyzed the sensitivity and reliability of the MSBAS regularization methods for estimating vertical surface deformation. The results indicate that different regularization orders and parameters can lead to thousands of times differences in condition numbers and significant differences in illposed degree of the deformation models. The zero-order Tikhonov regularized deformation model with regularization parameter of 0.1 has the minimum condition number and the equation is not ill-posed. The first-order Tikhonov regularized deformation model with regularization parameter of 0.001 has the maximum condition number and the equation is seriously illposed. As a result, the estimates of 2D surface deformation models with different parameters and orders are also different in terms of numerical values and accuracy. Compared with the leveling-monitoring data, the first- and second-order MSBAS regularization methods with parameter 0.1 have the minimum fluctuation and the maximum correlation coefficients between the estimated values and the leveling-monitoring values, and are also closest to the leveling-monitoring results with the highest accuracy. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
31. A TDFC-RNNs framework integrated temporal convolutional attention mechanism for InSAR surface deformation prediction: A case study in Beijing Plain
- Author
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Sheng Yao, Changfeng Jing, Xu He, Yi He, and Lifeng Zhang
- Subjects
InSAR ,Surface deformation ,Prediction ,Temporal attention ,RNNs ,Physical geography ,GB3-5030 ,Environmental sciences ,GE1-350 - Abstract
The precise time series prediction method is the key technology for the monitoring and management of ground deformation. Current prediction methods mostly rely on independent sampling points for prediction, limiting the effective utilization of spatial features by the model, thereby affecting the overall spatial prediction accuracy, and it also restricts the prediction efficiency of the model. In response to the above-mentioned issues in previous research, this study proposes a Time Distributed Fully Connected (TDFC) Recurrent Neural Networks (RNNs) framework that integrates Temporal Convolutional Attention Mechanism (TCAM) for joint prediction of sampling points in time series Interferometric Synthetic Aperture Radar (InSAR) surface deformation data. Firstly, based on Sentinel-1A imagery over the Beijing Plain, the time series surface deformation data from May 2017 to April 2020 are obtained utilizing the Small Baseline Subset InSAR (SBAS-InSAR) technology. After data processing and production into a dataset, based on the TDFC-RNNs framework integrated with TCAM, five different RNN structures were used as prediction modules to construct time series prediction models for InSAR surface deformation. To investigate the effectiveness of the TCAM module on prediction performance, ablation experiments were conducted specifically targeting it. Furthermore, to explore the relative optimality choice of prediction modules under the current dataset and the compatibility of this framework with non-RNN structures, various other sequence models were selected as prediction modules. The predictive performance of the models constructed by this framework was compared in two aspects with benchmark methods, ablation models, and other exploratory models. This included evaluating the predictive results of the test set using various metrics and analyzing the trends in numerical characteristics of the predicted results for the next 60 time steps (720 days). The comprehensive comparison results indicate that the model constructed by this framework outperforms other methods or models in terms of overall performance across various evaluation metrics. At the same time, the future predicted results exhibit more reliable numerical characteristics, aligning well with the developmental trends of surface deformation. This suggests that the above-mentioned models demonstrate favorable predictive capabilities for time series InSAR surface deformation. Such results can be instrumental in intuitively assessing the overall situation of surface deformation in the study area, promptly identifying risks, and swiftly implementing measures to address potential hazards.
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- 2024
- Full Text
- View/download PDF
32. Increasing irrigation-triggered landslide activity caused by intensive farming in deserts on three continents
- Author
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Zijing Liu, Haijun Qiu, Yaru Zhu, Wenchao Huangfu, Bingfeng Ye, Yingdong Wei, Bingzhe Tang, and Ulrich Kamp
- Subjects
Irrigation ,Intensive farming ,Landslide activity ,Surface deformation ,Deserts ,Physical geography ,GB3-5030 ,Environmental sciences ,GE1-350 - Abstract
Population growth and agricultural intensification lead to stress on landscapes that are highly sensitive to land-use changes. An increase in irrigation-triggered landslides (ITL) in dry climates has negative impacts on local communities. However, evolution and global impacts of ITL are little-known. Here, we use Multi-Temporal Interferometric Synthetic Aperture Radar (MT-InSAR), vectorization, and differential method to study surface deformation, ground displacement, and changes in headscarp morphology and topography in regions prone to ITL, aiming to uncover the evolution and spatiotemporal distribution of ITL. Findings show that the most severe surface deformation of ITL occurs on the landslide body. Meanwhile, the ITL displacement curve indicates the ITL will maintain continuous movement for at least 7 years, while ancient ITL also poses a threat. Moreover, the headscarp of ITL shows lateral expansion and longitudinal retrogression on the horizontal ground, whereby the scale of expansion is greater than that of retrogression, which transforms landslides into landslide clusters. Finally, the topographic changes further reveal that the main development pattern of ITL is lateral expansion. We suggest that the frequency and disaster-causing ability of ITL will increase greatly with further population growth and related intensification in the agricultural sector.
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- 2024
- Full Text
- View/download PDF
33. A Robust Method for Selecting a High‐Quality Interferogram Subset in InSAR Surface Deformation Analysis
- Author
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M. S. Zebker and J. Chen
- Subjects
InSAR ,surface deformation ,SBAS ,decorrelation noise ,subset selection ,Eagle Ford ,Geophysics. Cosmic physics ,QC801-809 - Abstract
Abstract The accuracy of Interferometric Synthetic Aperture Radar surface deformation solutions depends on the quality of the chosen interferogram subset. We present a method to select interferogram subsets based on unwrapping errors rather than temporal baseline thresholds. Using Sentinel‐1 interferograms over the Tulare Basin, California, we show that subtle phase noise can lead to up to 31.5 mm/yr line‐of‐sight (LOS) errors in short temporal baseline subset solutions, while decorrelation leads to a systematic underestimation of LOS rates (up to 92.3 mm/yr) in long temporal baseline subset solutions. Our new workflow better mitigates these noise sources at the same time. In the Eagle Ford region, Texas, our strategy better reconstructed up to 11.9 cm of cumulative LOS deformation between 2017 and 2021 over a ∼900 km2 region. This deformation feature can be linked to the total volume of produced oil and water through a linear relationship.
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- 2024
- Full Text
- View/download PDF
34. Correcting Non-Tidal Surface Loading in GNSS repro3 and Comparison with ITRF2020
- Author
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Männel, Benjamin, Brandt, Andre, Glaser, Susanne, Schuh, Harald, Freymueller, Jeffrey T., Series Editor, and Sánchez, Laura, Assistant Editor
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- 2024
- Full Text
- View/download PDF
35. Hydraulic Fracturing
- Author
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Kubanek, Julia, Chaussard, Estelle, editor, Jones, Cathleen, editor, Chen, Jingyi Ann, editor, and Donnellan, Andrea, editor
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- 2024
- Full Text
- View/download PDF
36. Observations of Confined Aquifer Systems
- Author
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Chen, Jingyi Ann, Chaussard, Estelle, Chaussard, Estelle, editor, Jones, Cathleen, editor, Chen, Jingyi Ann, editor, and Donnellan, Andrea, editor
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- 2024
- Full Text
- View/download PDF
37. Numerical Simulation of Surface Residual Stress and Deformation of FGH95 Alloy Under Multiple Laser Shock Peening with Square Spots
- Author
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Liu, Bing, Liu, YaFeng, Zhu, Ran, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Oneto, Luca, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Tan, Kay Chen, Series Editor, Wang, Yi, editor, Yu, Tao, editor, and Wang, Kesheng, editor
- Published
- 2024
- Full Text
- View/download PDF
38. Investigation on Thermal Effect Induced by Ultrasonic Vibration on Surface Deformation Behavior During Micro-forging
- Author
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Yin, Zidong, Yang, Ming, Chaari, Fakher, Series Editor, Gherardini, Francesco, Series Editor, Ivanov, Vitalii, Series Editor, Haddar, Mohamed, Series Editor, Cavas-Martínez, Francisco, Editorial Board Member, di Mare, Francesca, Editorial Board Member, Kwon, Young W., Editorial Board Member, Trojanowska, Justyna, Editorial Board Member, Xu, Jinyang, Editorial Board Member, Mocellin, Katia, editor, Bouchard, Pierre-Olivier, editor, Bigot, Régis, editor, and Balan, Tudor, editor
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- 2024
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- View/download PDF
39. Integrating the frequency ratio and index of entropy with an extreme learning machine to map post-earthquake landslide susceptibility: a case study in Xingwen County, China
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Zheng, Hao, Ding, Mingtao, Huang, Tao, He, Yufeng, Gao, Zemin, and Duan, Yu
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- 2024
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40. Effect of filler paste’s mixing ratio on the properties of Al-64430 dip-brazed joints
- Author
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Garg, Siddharth and Murtaza, Qasim
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- 2024
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- View/download PDF
41. Simulation study on surface deformation characteristics of CO2 storage in abandoned goaf
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Qingbiao GUO, Yang XIE, Feng WANG, and Meinan ZHENG
- Subjects
abandoned mines ,carbon dioxide storage ,goaf ,surface deformation ,numerical simulation ,Mining engineering. Metallurgy ,TN1-997 - Abstract
In order to explore the characteristics of surface deformation caused by supercritical CO2 injection into abandoned goaf, the general characteristics and evolution process of surface deformation were studied by FLAC3D simulation. The effects of porosity, CO2 injection rate and storage depth on surface deformation characteristics were discussed from five aspects, such as deformation range and deformation amount. The results show that the surface deformation caused by CO2 injection into the abandoned goaf is in the form of “inverted bowl” uplift, and experiences the evolution process of incubation stage, active stage and stable stage. As the surface point is far away from the goaf, the proportion of its displacement in the incubation stage and the stable stage gradually increases. The surface deformation range decreases significantly with the increase of CO2 storage depth, and is less affected by the change of porosity and CO2 injection rate. The surface displacement gradually decreases with the increase of porosity and CO2 storage depth, and is less affected by the change of CO2 injection rate. The duration of surface deformation is positively correlated with porosity and CO2 injection rate, and negatively correlated with CO2 storage depth. The proportion of the displacement of the surface point in the incubation stage and the stable stage is positively correlated with the number of time steps required and the porosity and storage depth, and negatively correlated with the CO2 injection rate.
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- 2024
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42. Strata movement law and stress distribution characteristics of deep multi-coal seam mining in Yingpanhao Coal Mine
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Guojian ZHANG, Lianlong FU, Guangli GUO, Wei WEI, Xin GAO, Huaizhan LI, Qingbiao GUO, and Xiangsheng YANG
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mining subsidence ,surface deformation ,super thick and weak cementation overburden ,deep mining ,staggered distance mining ,surface movement ,rock movement ,coal pillar stress unloading ,Mining engineering. Metallurgy ,TN1-997 - Abstract
The Dongsheng Coalfield in Ordos is a Jurassic coal bearing formation, and the 2-2 and 3-1 coal seams in many deep mining areas can be mined in the whole area, and the spacing of coal seams is small. This paper takes Yingpanhao Coal Mine as a geological prototype, and constructs a numerical model of the research area through FLAC3D and UDEC numerical simulation software to study the surface movement deformation and the evolution law of stress field caused by mining coal seams 2-2 and 3-1. The results show that repeated mining in multiple coal seams will cause the central projection of the subsidence basin to move toward the direction of lower coal seam, and then approach the central projection of the initial mining of the upper coal seam, and ultimately cross it; after the two coal seams were continuously mined, the maximum subsidence value of the surface is less than the sum of the maximum subsidence values caused by mining the two coal seams separately, and the subsidence coefficient of the coal seam repeated mining is less than the initial mining subsidence coefficient; coal pillar dislocation is closely related to surface movement parameters, the staggered coefficient is related to the surface subsidence coefficient, horizontal movement coefficient, and the tangent of the main influencing angle in a logarithmic normal function, concave parabolic function, and convex parabolic function, respectively; as common factors, pillar staggered distance and width-depth ratio have coupling effects on the ratio of characteristic parameters of primary mining and repeated mining in coal seam; in addition, with the increase of pillar staggered distance, the surface subsidence basin area decreases first and then increases, and the contours of horizontal movement near the basin evolve from ellipse to shuttle; the optimal staggered distance of multi-coal seam mining in this study area is 30 m based on the empirical formula of pressure relief distance, the surface damage degree and the relief effect of staggered mining.
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- 2024
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43. Unsteady flow of bubble liquid in hydraulic systems of aircraft and helicopters
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Pavlo Lukianov and Kateryna Pavlova
- Subjects
aircraft ,helicopter ,structural element ,hydraulic shock ,two-phase flow ,stress ,surface deformation ,fatigue ,Motor vehicles. Aeronautics. Astronautics ,TL1-4050 - Abstract
The subject of this work is the phenomenon of a water hammer in a liquid that contains a small volume of gas bubbles. Historically, this phenomenon began to be studied as the dynamics of gas bubbles (Rayleigh-Pleset equation). Today, thanks to progress in computer technology, this phenomenon is studied at the level of bubble deformation during hydraulic shock. Another approach is to consider the dynamics of a multiphase (two-phase) medium in the form of a bubbly liquid. After several assumptions, the main one being a relatively small gas content in the liquid, the model consists of two differential equations with respect to the shock wave propagation speed and the resulting pressure perturbations. The specified system of equations differs from the corresponding classical water hammer equations: they consider the convection of the velocity field. In addition, the friction of the liquid against the wall according to the Weisbach-Darcy model is considered. Because of the small content of gas bubbles, the Weissbach-Darcy friction is approximated in the same way as in a homogeneous liquid, i.e., in a certain sense, greater than the real friction. Maybe that is why more or less physical results are obtained only for small values of the dimensionless parameter responsible for the friction of the liquid against the wall. It concerns the non-contradiction of the assumptions and the results obtained on their basis. Thus, in the front region of the shock pulse, where the pressure increases, the radial velocity of the bubbles is negative; however, for relatively large values of the friction parameter, the maximum pressure disturbance moves from the center of the shock pulse. This contradicts the assumption about compression: after passing the maximum pressure, gas bubbles expand due to a decrease in pressure. The graphical dependence obtained in this study are compared with the results related to a homogeneous liquid. They agree, but the shock pulse in a bubbly liquid is not as concentrated in space as that in a homogeneous liquid. Its length is 10-12 times greater than the corresponding value in a homogeneous liquid. Research methods are purely theoretical. The well-known bubble liquid model is used as a single-speed model continuum. Differential equations are solved analytically, approximately (series expansion), and numerically. In addition, the original approach of obtaining an analytical solution of an autonomous system is used-finding the function of pressure disturbances from the velocity of propagation of the shock pulse (and vice versa). Conclusions. A simple one-dimensional hydraulic model of shock wave (impulse) propagation in a bubbly liquid is proposed. In contrast to classical ideas (solutions) about a water hammer, which consists of two waves of opposite directions of propagation, a shock pulse is a region of pressure disturbances in which the speed of motion of fluid particles is also variable – from the maximum value to almost zero.
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- 2024
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44. Anthropogenic problems threatening major cities: Largest surface deformations observed in Hatay, Türkiye based on SBAS-InSAR
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Shuhab D. Khan, Semih Ergintav, Gültekin Erten, and Şükrü Onur Karaca
- Subjects
multi-temporal insar ,radar interferometry ,surface deformation ,hatay-güzelburç ,türkiye. ,Mineralogy ,QE351-399.2 - Abstract
The surface deformation caused by tectonic activities and anthropogenic factors poses a great threat to cities worldwide. The investigation and monitoring of these deformations are crucial in order to create risk analysis for the future. The problem in this case is to investigate the surface deformations and their negative effects caused by groundwater use and to identify possible landslide areas. In this study, the surface deformations in Hatay province were analyzed using SBAS-InSAR. The results from these analyses were evaluated by field observations. Sentinel-1 descending (183 datasets) and ascending (147 datasets) track geometries were selected to determine the surface deformation and its temporal evolution. Both east-west and vertical surface deformations were calculated, and the surface deformation profiles, surface 3D models and time series were created. These time series were associated with monthly precipitation data. The deformation area was interpreted with regard to available well-log data and geological setting of the study area. As a result of the study, a surface deformation resembling a bowl like structure was observed in the industrial zone located in the city center of Hatay-Güzelburç. The deformation rates are approximately 22.3 cm/year in the form of subsidence, 3.6 cm/year in the form of eastern movement and 10.1 cm/year in the form of western movement. The deformation of this bowllike structure decelerated in the winter and accelerated in the summer due to excessive water use. The average monthly precipitation dataset supports these results. The stratigraphic data from water wells and the presence of limestone outside the eastern boundary of the deformation area show a thick clay layer in the eastern block of the bowl-shaped deformation structure. The difference between these two units, which causes a sharp anomaly at the eastern border of the deformation area, is interpreted as a probable normal fault. The second study area where surface deformations are observed is the landslide zone. The deformation was found to be 7.5 cm/year in a westward direction and 1.5 cm/year as subsidence.
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- 2024
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45. 天津 LNG 码头 SBAS-InSAR 时序形变及 地面监测数据响应.
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孙晁, 陈娅男, 冯文兴, 燕冰川, and 阎福礼
- Abstract
In order to investigate the effectiveness of an integrated space-ground monitoring technology that consists of spaceborne radar interferometry, global navigation and positioning system (GNSS) deformation monitoring, underground displacement sensor monitoring, and pipeline stress-strain monitoring in major oil and gas infrastructure SBAS-InSAR technology to extract long-term surface deformation data in the Tianjin LNG (liquefied natural gas) terminal area was employed. Additionally, the relationship between ground GNSS surface displacement, multi-depth displacement meters, pipeline strain sensor data, and synchronous SBAS-InSAR surface deformation data was examined. Furthermore, the temporal variation patterns of rainfall-drought cycles was analyzed. The findings of this study indicate that the non-uniform settlement in the Tianjin LNG terminal area was most significant over the three-year period from May 2019 to April 2022, with a maximum value of - 394 mm. Analysis of the temporal deformation data derived from SBAS-InSAR revealed subsidence deformation ranging from 15 ~ 53 mm, while ground displacement measured by GNSS exhibited responses ranging from 9 ~ 57 mm. There was a strong correlation and consistency between the two measurements. The changes in SBAS-InSAR surface deformation were closely linked to precipitation, as observed by multi-depth displacement meters at depths of 1 m, 2 m, and 3 m. These changes demonstrated significant fluctuations between the rainy and dry seasons, exhibiting good synchronization. This suggests that the characteristics of SBAS-InSAR surface deformation can effectively depict the displacement patterns of underground soil layers. Additionally, the surface subsidence measured by SBAS-InSAR showed a positive correlation with underground pipeline strain, indicating that SBAS-InSAR surface deformation data serve as a reliable indicator for assessing the strain in underground pipelines. The integrated application of spaceborne radar interferometry, ground-based GNSS deformation monitoring, underground displacement sensor monitoring, and pipeline stress-strain monitoring in a space-ground integrated monitoring system can provide valuable insights for the future development of pipeline safety monitoring technologies [ABSTRACT FROM AUTHOR]
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- 2024
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46. Crustal deformation and lava flow associated with the 2022 Mauna Loa (Hawaii) volcanic eruption using interferometric and polarimetric analysis of EOS-04 and Sentinel-1 SAR data.
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Sreejith, K. M., Bhiravarasu, Sriram S., Sreerag, S. S., Agrawal, R., Jasir, M. C. M., Agrawal, K. M., Parashar, P., Saquib, Q., Putrevu, D., and Ramanujam, V. M.
- Subjects
- *
LAVA flows , *DEFORMATION of surfaces , *VOLCANIC eruptions , *CHANNEL flow , *VOLCANOES , *CALDERAS - Abstract
Mauna Loa volcano (Hawaii) is the world’s largest subaerial volcano. Interferometric analysis of ISRO’s EOS-04 and ESA’s Sentinel-1 SAR images provided a detailed view on the surface deformation associated with the 2022 Mauna Loa volcano eruption. Co-eruptive InSAR analysis of Sentinel-1 data revealed Line-ofSight deformation of ±50 cm along the NE and SW rift zones. The complex bipolar deformation pattern in ascending and descending tracks suggests vertical and horizontal deformation associated with the sub-surface magma ascent and spreading respectively. InSAR analysis of EOS-04 data revealed concentric interferometric fringes east of the caldera. This near-circular deformation lobe (~ –13 cm) could be interpreted either as post-eruptive volcanic deflation or topographically correlated atmospheric artefact. Polarimetric and coherence based analysis revealed extensive lava flow along the SW and NE rifts (~15 km) and further towards the north along a topographic channel for about 16 km. Polarimetric radar analysis of a fresh lava flow channel associated with the NE rift zone revealed a transition between smooth pāhoehoe and rough a’a flow textures along its current extent. The present study demonstrates the interferometric and polarimetric capabilities of EOS-04 satellite for geophysical applications. [ABSTRACT FROM AUTHOR]
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- 2024
- Full Text
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47. The Impact of Surface Loading on GNSS Stations in Africa.
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Usifoh, Saturday E., Le, Nhung, Männel, Benjamin, Sakic, Pierre, Dodo, Joseph, and Schuh, Harald
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GLOBAL Positioning System ,IMPACT loads ,STANDARD deviations ,SURFACE of the earth ,EARTH movements - Abstract
The movement of the Earth's surface mass, including the atmosphere and oceans, as well as hydrology and glacier melting, causes the redistribution of surface loads, deformation of the solid Earth, and fluctuations in the gravity field. Global Navigation Satellite Systems (GNSS) provide useful information about the movement of the Earth's surface mass. The impact of surface loading deformation over 145 GNSS sites in Africa was investigated using vertical height time series analysis. The study investigates and quantifies the impact of surface loading on the GNSS coordinates utilizing GNSS Precise Point Positioning (PPP) approach. The German Research Center for Geosciences (GFZ) EPOS.P8 software was used to process and analyze eleven years of GPS data from all the stations, as well as dedicated hydrological and atmospheric loading correction models given by the Earth System Modeling group at Deutsches GeoForschungsZentrum (ESMGFZ). The results of the hydrological loading corrections arising from the surface-deformation were analysed to determine the extent of station improvements. The results revealed about 40% of the stations showed improvement with an average Root Mean Square Error (RMSE) residual of 7.3 mm before the application of the hydrological loading corrections and 7.1 mm Root Mean Square Error (RMSE) after the application of the hydrological loading corrections. Similarly, the atmospheric loading corrections gave an improvement of about 57%. Furthermore, the amplitude values decreased from 4.1–8.1 mm to 3.5–6.2 mm after atmospheric loading corrections. This finding presupposes that applying loading corrections to the derived time series reduces amplitude in some African regions. [ABSTRACT FROM AUTHOR]
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- 2024
- Full Text
- View/download PDF
48. Surface water catchment deformation—toward a conceptual model: the case study of Zarqa river catchment, Jordan.
- Author
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Odeh, Taleb, Mohammad, Alsharifa Hind, Fensham, Rod, and Webb, John
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CONCEPTUAL models ,FLUVIAL geomorphology ,VOLCANIC fields ,GEOLOGY ,THREE-dimensional modeling ,WATERSHEDS - Abstract
The catchment geomorphology of the Zarqa River in Jordan was investigated using a three-dimensional model and interpretation of geology. There are three major elements that control the Zarqa River catchment and its drainage networks: lithological units, faults and paleovolcanism. The upper catchment is typical of a youthful stage of river development with relatively recent lava fields that have infilled and reduced the original size of the catchment. The lower part of the catchment includes a convex profile probably resulting from the coalescence of knickpoints generated by uplift along the Dead Sea fault. The lower and middle sections of the catchment contain remnants of an older, wider valley, 200–500 m above the present river level, that probably formed during a hiatus in tectonic and volcanic activity from ~ 22 to ~ 13 Ma. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
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49. ESKİŞEHİR İLİNDE YAPI TEMEL KAZILARINDA SIVILAŞMA İZLERİNİN ARAŞTIRILMASI.
- Author
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KAYABAŞI, Ali
- Abstract
Copyright of Journal of Engineering & Architectural Faculty of Eskisehir Osmangazi University / Eskişehir Osmangazi Üniversitesi Mühendislik ve Mimarlık Fakültesi Dergisi is the property of Eskisehir Osmangazi University and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
- Published
- 2024
- Full Text
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50. Surface Deformation Calculation Method Based on Displacement Monitoring Data.
- Author
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He, Lin and Yao, Yibin
- Subjects
RADIAL basis functions ,DEFORMATION of surfaces ,CARTESIAN coordinates ,SURFACE strains - Abstract
Considering the importance of calculating surface deformation based on monitoring data, this paper proposes a method for calculating horizontal deformation based on horizontal displacement monitoring data. This study first analyzes the characteristics of horizontal displacement monitoring data, then proposes a scheme for obtaining the surface horizontal displacement field through corresponding discrete point interpolation. Subsequently, the calculation method for surface horizontal strain is introduced, along with relevant examples. The study also systematically summarizes the calculation methods for surface curvature and surface tilt deformation values, forming a set of surface deformation calculation methods based on monitoring data. The research results indicate that when there is a large number of on-site monitoring points, effective monitoring points can be selected based on the direction of horizontal displacement. When interpolating the surface horizontal displacement field, the interpolation accuracy of the radial basis function method is slightly higher than that of ordinary Kriging. The form of coordinate expression has a significant impact on interpolation accuracy. The accuracy of interpolation using horizontal displacement vectors expressed in polar coordinates is higher than that using vectors expressed in Cartesian coordinates. The calculated surface horizontal strain has effective upper and lower limits, with lower-limit strain on the contour line conforming to the typical surface deformation patterns around mined-out areas. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
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