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Porosity, saturation, and stress field around Shanxi Reservoir in East China and their relationship with seismicity 中国东部山西储层孔隙度、饱和度、应力场及其与地震活动性的关系
IF 2.1 4区 地球科学 Pub Date : 2025-11-05 DOI: 10.1007/s11600-025-01690-7
Yajing Gao, Qi Zhang, Xiliang Liu, Yaqi Gao, Yuyun Zhong

Shanxi Reservoir is one of the most seismically active areas in Zhejiang Province, Eastern China, making it a natural experimental site for reservoir earthquake research. We apply the fluid substitution method to the study of reservoir earthquakes. Firstly, we estimate the distribution of seismic wave velocity and wave velocity ratio around Shanxi Reservoir based on the seismic phase observation reports. Then, based on the rock physics models and techniques, we estimate the porosity and saturation distribution around the reservoir using wave velocity and velocity ratio results, and analyze the permeability conditions of underground rocks. Further, using the earthquake catalog, we estimate the spatial distribution of b-value and stress field characteristics in the area. Finally, we discuss the influence of reservoir impoundment and underground lithology on seismicity and speculate on the mechanism of earthquake occurrence. The main conclusions are as follows: (1) When earthquakes occur, the rocks that rupture are essentially saturated; the earthquake magnitude of the region, where the rocks rupture before they are fully saturated, is relatively small. (2) The porosity of the SE segment on seismogenic fault F11 (Shuangxi–Jiaoxiyang fault) is greater than that of the NW segment. (3) After the reservoir impoundment, the water first infiltrates in the middle to SE segment of the F11 fault, which has large porosity, causing the pores within the rock to reach water saturation and inducing initial seismicity. The occurrence of initial earthquakes creates new infiltration channels, which makes the reservoir water infiltrate northwest along the fault. Therefore, the NW segment began to become active, resulting in the 2014 earthquake sequence. (4) The 2014 sequence started in the region with large porosity differences and small b-values. Large differences in porosity tend to result in large differences in local water pressure, coinciding with the large stress reflected by the b-value; this region became the most unstable location on the NW segment, and the underground rocks were the first to reach the yield limit and rupture.

山西水库是中国东部浙江省地震最活跃的地区之一,是水库地震研究的天然试验场。将流体替代法应用于储层地震的研究。首先,根据地震相观测报告估算了山西水库周边地震波速度和波速比的分布。然后,基于岩石物理模型和技术,利用波速和速度比结果估算储层周围孔隙度和饱和度分布,并分析地下岩石的渗透率情况。在此基础上,利用地震目录估计了地震b值的空间分布和应力场特征。最后讨论了水库蓄水和地下岩性对地震活动性的影响,并对地震发生的机理进行了推测。主要结论如下:(1)地震发生时,破裂的岩石基本处于饱和状态;该地区的岩石在完全饱和之前就破裂,地震震级相对较小。(2)发震断裂F11(双溪—焦西阳断裂)东南段孔隙度大于北西段孔隙度。(3)水库蓄水后,水首先在F11断层中段至东南段入渗,该断层孔隙度较大,导致岩石内部孔隙达到含水饱和,诱发初始地震活动性。初期地震的发生形成了新的入渗通道,使水库水沿断层向西北方向渗透。因此,NW段开始活跃,形成了2014年的地震序列。(4) 2014年层序开始于孔隙度差异大、b值小的区域。孔隙度差异大,往往导致局部水压差异大,与b值所反映的应力大相吻合;该区域成为NW段最不稳定的位置,地下岩体首先达到屈服极限并破裂。
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引用次数: 0
Persistent PSD trends: a tool for seismic landslide detection 持续的PSD趋势:地震滑坡探测的工具
IF 2.1 4区 地球科学 Pub Date : 2025-10-16 DOI: 10.1007/s11600-025-01713-3
Mahesh Yezarla, Rajesh Rekapalli, Sandeep Gupta

Landslides are a major natural hazard in mountainous regions, often resulting in thousands of deaths and billions of dollars in property damage. Climate change is increasing the frequency and severity of these events. Seismic network monitoring has made it possible to detect landslides in real time. However, distinguishing seismic signals caused by landslides from those generated by earthquakes and background noise remains a key challenge. This study investigates the reliability of power spectral density (PSD) trends in seismic waveforms for identifying landslide-generated signals. By analysing seismic data from multiple stations within a 150-km radius of the event, we find a consistent PSD decay pattern across different landslides, regardless of their size, duration, or distance from the stations. We use the slope of the seismic waveform PSD in the frequency band 0.01–5 Hz and skewness of the spectral power distribution as scalable entities for landslide detection. This confirms that landslides have unique spectral features, enabling them to be distinguished from other seismic sources. Our analysis suggests that the landslides show PSD slope values between − 3 and − 9. We have also noticed steeper slopes that match the slope of seismic waveforms of background noise when the station distances are above 200 km. Although this limits landslide detection using distance stations, this can be ruled out when using the local networks for landslide monitoring. The study demonstrates that PSD analysis of seismic waveforms offers a stable and innovative method for real-time landslide detection in continuous seismic data. Utilizing these spectral signatures could greatly enhance landslide monitoring and early warning systems in high-risk areas.

山体滑坡是山区的主要自然灾害,经常造成数千人死亡和数十亿美元的财产损失。气候变化正在增加这些事件发生的频率和严重程度。地震台网监测使实时监测滑坡成为可能。然而,将滑坡引起的地震信号与地震和背景噪声产生的地震信号区分开来仍然是一个关键的挑战。本研究探讨了地震波形中功率谱密度(PSD)趋势识别滑坡产生信号的可靠性。通过分析地震半径150公里内多个台站的地震数据,我们发现不同滑坡的PSD衰减模式是一致的,无论其大小、持续时间或与台站的距离如何。我们使用地震波形PSD在0.01-5 Hz频带的斜率和频谱功率分布的偏度作为滑坡检测的可扩展实体。这证实了滑坡具有独特的频谱特征,使其与其他震源区别开来。我们的分析表明,滑坡的PSD斜率值在- 3和- 9之间。我们还注意到,当台站距离在200 km以上时,与背景噪声地震波形的斜率相匹配的斜率更陡。虽然这限制了使用远程站点进行滑坡检测,但在使用本地网络进行滑坡监测时可以排除这种情况。研究表明,地震波形的PSD分析为连续地震资料中的滑坡实时检测提供了一种稳定的创新方法。利用这些光谱特征可以极大地增强高风险地区的滑坡监测和预警系统。
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引用次数: 0
Quantitative and qualitative evaluation of chemical method for reducing evaporation in designed pond (case study of mountainous semi-arid regions) 减少设计池蒸发化学方法的定量与定性评价(以山地半干旱区为例)
IF 2.1 4区 地球科学 Pub Date : 2025-10-13 DOI: 10.1007/s11600-025-01571-z
Sedigheh Ebrahimian, Nasser Tahmasebipour, Mohsen Adeli, Hossein Zeinivand, Mohammad Tahmasebipour

This research examines the methods of controlling the surface evaporation rate of water reservoirs in drought conditions. Using physical and chemical coatings is one of the new methods to prevent evaporation. In this research, the combination of octadecanol and hexadecanol, as well as hexadecanol dissolved in ethanol, has been used as a chemical method to control evaporation on the surface of three ponds designed with dimensions of 2 × 2 × 2 square meters in the hydrometeorological research station of the Faculty of Natural Resources of Lorestan University. Quantitative (evaporation rate reduction) and qualitative (possible changes in some chemical and microbial parameters) effects were investigated in a 3-month period from 7/23/2021 to 10/22/2021. The monolayer combination of octadecanol and hexadecanol showed the highest reduction in evaporation rate (23%) with a significant difference of 5% compared to the control group. Hexadecanol monolayer ranked second with 17% reduction in evaporation. The chemical parameters of alkalinity (pH), total dissolved solids (TDS) and the presence of microbial biomass (turbidity) were investigated. The acidification of the environment due to the release of CO2 in the treatment ponds led to a decrease in pH. The faster growth of algae, bacteria and solid particles has increased the turbidity in the control pond compared to the treatments.

研究了干旱条件下水库地表蒸发速率的控制方法。使用物理和化学涂层是防止蒸发的新方法之一。本研究在洛雷斯坦大学自然资源学院水文气象研究站设计了3个2 × 2 × 2平方米的池塘,利用十八醇与十六醇结合,以及十六醇溶解在乙醇中,作为化学方法控制池塘表面的蒸发。在2021年7月23日至2021年10月22日的3个月期间,研究了定量(蒸发速率降低)和定性(一些化学和微生物参数可能发生的变化)效应。与对照组相比,十八醇和十六醇的单层组合蒸发率降低幅度最大(23%),显著差异为5%。十六醇单层排在第二位,蒸发减少了17%。研究了碱度(pH)、总溶解固形物(TDS)和微生物生物量(浊度)的化学参数。由于处理池中CO2的释放导致环境酸化,导致ph值下降。与处理池相比,藻类、细菌和固体颗粒的快速生长增加了控制池的浊度。
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引用次数: 0
Coupled effects of riverbed topography and entrainment probability on bedload transport in the Middle Yangtze River 长江中游河床地形与夹带概率对河床输运的耦合影响
IF 2.1 4区 地球科学 Pub Date : 2025-10-12 DOI: 10.1007/s11600-025-01705-3
Linlin Li, Yu Lei, Junqiang Xia, Meirong Zhou, Shanshan Deng, Yao Xiao, Hang Li, Maohua Le

The operation of the Three Gorges Dam (TGD) since 2003 has induced a 60–90% reduction in suspended sediment concentrations in the Middle Yangtze River (MYR), which led to significant channel degradation and riverbed coarsening, and further affects the flood control and riverbank protection in the Middle Yangtze River. However, the influence of the riverbed adjustment on the bedload transport process in the near-dam reaches remains unclear. Based on the measured data in the MYR, a bedload transport formula was proposed that considered the coupled effects of riverbed topography and entrainment probability. The results showed that: (i) The proposed formula in this study can reasonably reflect the impact of cross-sectional morphology and bedload transport on the riverbed erosion and deposition process, and it is consistent well with the observations; (ii) after the TGD operation, the bedload transport rate in the Jingjiang Reach significantly decreased, accompanied by a reduction in sediment entrainment probability; the transport rate at Zhicheng station decreased from 163.66 to 2.55 kg/s, and the entrainment probability decreased from 0.994 to 0.001, but the transport rate and entrainment probability remained relatively stable at Shashi and Jianli stations; (iii) riverbed scouring in the Jingjiang Reach intensified, with reduced bank slope angles leading to weakened bedload transport intensity; and the transport rate revealed a negative correlation with riverbed coarsening and longitudinal riverbed stability. The results of this research are an enrichment to the sediment movement theory and can be used in the prediction of riverbed evolution in the alluvial rivers.

三峡大坝自2003年以来的运行,使长江中游悬沙浓度下降了60-90%,导致河道退化和河床粗化,进一步影响了长江中游的防洪和护岸。然而,河床调整对近坝河段河床输运过程的影响尚不清楚。根据最高研究区实测资料,提出了考虑河床地形和夹带概率耦合效应的河床输运公式。结果表明:(1)本文提出的公式能较好地反映断面形态和河床输运对河床侵蚀沉积过程的影响,与观测结果吻合较好;(ii)三峡工程运行后,靖江河段的河床输沙率显著降低,带沙概率减小;芝城站的输运速率从163.66 kg/s下降到2.55 kg/s,夹带概率从0.994下降到0.001,而沙市和监利站的输运速率和夹带概率保持相对稳定;(3)靖江河段河床冲刷加剧,岸坡角减小导致河床输沙强度减弱;输运率与河床粗化程度和河床纵向稳定性呈负相关。该研究成果丰富了泥沙运动理论,可用于冲积河河床演化的预测。
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引用次数: 0
Experimental investigation of the effects of tailwater depth on scour cavity formation downstream grade control structures 尾水深度对下游控坡构造冲刷空洞形成影响的实验研究
IF 2.1 4区 地球科学 Pub Date : 2025-10-11 DOI: 10.1007/s11600-025-01710-6
Mohammad Bagherzadeh, Mirali Mohammadi, Amir Ghaderi

Grade control structures (GCS) are hydraulic structures often used in river regulation in the steep slope basins. Prediction of local scour dimensions is crucial for managing control structures and foundation design in water resources engineering. The present research experimentally investigates the influence of tailwater depth on the dimensions of the scour hole downstream of the GCS under steady flow and sediment mobility. Experiments were carried out for different discharges and tailwater depths, including three free tailwater depths of 1.5 and 2 times the initial tailwater depth in three different bed slopes of 0.05%, 0.2%, and 0.4%. The results indicated that increasing the tailwater depth while maintaining a constant flow rate and bed slope leads to a decrease in the dimensions of the scour hole downstream. On average, establishing the maximum tailwater depth for different discharges caused a 25% and 20% reduction in the downstream scour hole depth and length, respectively. An increase in bed slope from 0.05 to 0.4% at the maximum tailwater depth resulted in a 9% and 19.4% increase in the length and depth of the scour hole, respectively. Conversely, when the tailwater depth was doubled at the maximum bed slope and discharge, a reduction of 18.8% in depth, and 38.54% in scour length was observed. Finally, a general empirical relationship has been proposed to predict the depth and length of the scour hole downstream of GCS, incorporating the influence of the tailwater depth and bed slope.

坡度控制构筑物(GCS)是陡坡流域河道治理中常用的水工构筑物。局部冲刷维数的预测是水利工程中控制结构管理和基础设计的关键。本文通过实验研究了稳流泥沙流动条件下尾水深度对GCS下游冲刷孔尺寸的影响。在不同的流量和尾水深度下进行了试验,包括在0.05%、0.2%和0.4%三种不同的床坡下,自由尾水深度分别为初始尾水深度的1.5倍和2倍。结果表明,在保持一定流量和河床坡度的情况下,增加尾水深度会导致下游冲孔尺寸减小。平均而言,确定不同排放的最大尾水深度可使下游冲刷孔深度和长度分别减少25%和20%。尾水最大深度处河床坡度从0.05增加到0.4%,冲刷孔长度和深度分别增加9%和19.4%。相反,在最大河床坡度和流量下,尾水深度增加一倍,深度减少18.8%,冲刷长度减少38.54%。最后,考虑尾水深度和河床坡度的影响,提出了预测GCS下游冲刷孔深度和长度的一般经验关系。
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引用次数: 0
Microwave data in surface deformation assessment due to anthropogenic activities in Makkah City, Saudi Arabia 沙特阿拉伯麦加市人为活动引起的地表变形评估中的微波数据
IF 2.1 4区 地球科学 Pub Date : 2025-10-11 DOI: 10.1007/s11600-025-01706-2
Mohamed Elhag, Lifu Zhang, Anis Chaabani

This study applies the persistent scatterer interferometric synthetic aperture radar (PS-InSAR) technique to investigate surface deformation in Makkah City, Saudi Arabia, a region undergoing rapid urbanization and characterized by complex geological conditions. The rationale for this research stems from the extensive anthropogenic activities in Makkah City, such as groundwater over-extraction, large-scale construction projects, and significant land-use changes, which may lead to surface deformation and pose potential risks to infrastructure and public safety. Utilizing 16 C-band Sentinel-1 satellite images acquired from the European Space Agency (ESA) between December 2017 and January 2019, we employ the StaMPS code within MATLAB to measure deformation velocity and visualize the results using R Studio. The findings reveal that the deformation velocity in Makkah City ranges from − 19.1 to + 19.1 mm/year, indicating areas of both subsidence and uplift. Notably, certain regions exhibit substantial subsidence, while others show upward movement or an uplift. This study demonstrates the effectiveness of the PS-InSAR technique in detecting surface deformation in Makkah City, offering a valuable and economical tool for creating risk maps and implementing disaster mitigation strategies. The results stress the importance of continuous monitoring in areas exhibiting deformation signals and provide crucial insights for urban planning and infrastructure development in Makkah City, helping to mitigate potential future hazards and enhance the city’s resilience to geological risks.

本研究采用持续散射干涉合成孔径雷达(PS-InSAR)技术研究了沙特阿拉伯麦加市这一快速城市化且地质条件复杂的地区的地表变形。本研究的理由是,麦加市广泛的人为活动,如地下水过度开采、大型建设项目和重大的土地利用变化,可能导致地表变形,对基础设施和公共安全构成潜在风险。利用2017年12月至2019年1月期间从欧洲航天局(ESA)获取的16张c波段Sentinel-1卫星图像,我们使用MATLAB中的StaMPS代码来测量变形速度,并使用R Studio将结果可视化。结果表明,麦加市的变形速度在−19.1 ~ + 19.1 mm/年之间,既有沉降区,也有隆起区。值得注意的是,某些地区表现出明显的下沉,而另一些地区则表现出向上运动或隆起。这项研究证明了PS-InSAR技术在探测麦加市地表变形方面的有效性,为创建风险地图和实施减灾战略提供了一种有价值且经济的工具。研究结果强调了对出现变形信号的地区进行持续监测的重要性,并为麦加市的城市规划和基础设施发展提供了重要见解,有助于减轻未来潜在的灾害,增强城市对地质风险的抵御能力。
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引用次数: 0
Tectonostratigraphy of the North İmralı Basin, Eastern Marmara Sea 东马尔马拉海İmralı北海盆构造地层学
IF 2.1 4区 地球科学 Pub Date : 2025-10-11 DOI: 10.1007/s11600-025-01711-5
Başak Turguz, Derman Dondurur, Aslıhan Nasıf, Orhan Atgın, Özkan Özel

Seismo-acoustic and stratigraphic framework of the North İmralı Basin in the Eastern Marmara Sea has been investigated using high-resolution seismic reflection data, in order to reconstruct the evolution of the basin over the past 500 ka. Seismic data indicate that the right-lateral strike-slip İmralı Fault, which bounds the basin to the south, is the primary structural feature controlling the formation and development of the basin. The fault bends offshore of the Armutlu Peninsula and north of İmralı Island which induces a NE-SW oriented extensional regime within the basin. As a result, NW–SE trending normal faults with a right-lateral slip component have formed in the north operating as growth faults, demonstrating that the basin is actively subsiding with a counterclockwise rotational motion. Under this subsidence regime, the North İmralı Basin has developed over a negative flower structure associated with a releasing segment mechanism. Vertical displacement measurements along these faults suggest that the subsidence has persisted in a steady-state manner at a constant rate of approx. 60 cm/ka over the past 500,000 years. The four buried deltas observed in the seismic data were formed during marine regression and represent glacial-stage deltas, excluding Delta-2 which appears to be associated with sea-level rise. No delta has been observed in the past 74 ka due to an imbalance between sedimentation rates and the increasing accommodation space.

Graphical abstract

利用高分辨率地震反射数据,研究了东马尔马拉海İmralı北部盆地的地震声和地层格架,以重建该盆地过去500 ka的演化。地震资料表明,右旋走滑İmralı断裂是控制盆地形成和发展的主要构造特征,是盆地向南的边界。断裂在阿穆特鲁半岛外海和İmralı岛以北弯曲,在盆地内形成北东-西向的伸展构造。其结果是,盆地北部形成了北西-东向带右滑分量的正断层,为生长断层,表明盆地正处于积极沉降的逆时针旋转运动中。在这种沉降状态下,北İmralı盆地发育了与释放段机制相关的负花构造。沿着这些断层的垂直位移测量表明,下沉以一种稳定的方式以大约恒定的速率持续着。在过去的50万年里增加了60厘米/卡。地震资料中观测到的4个隐伏三角洲均形成于海退期间,代表冰川期三角洲,不包括与海平面上升有关的2号三角洲。由于沉积速率的不平衡和可容纳空间的增加,在过去74 ka没有观测到三角洲。图形抽象
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引用次数: 0
CNN-LSTM-RF integration for predicting Mississippi River discharge dynamics CNN-LSTM-RF集成预测密西西比河流量动态
IF 2.1 4区 地球科学 Pub Date : 2025-10-11 DOI: 10.1007/s11600-025-01719-x
Fariborz Ahmadzadeh Kaleybar, Ahad Molavi

River flow is a crucial component in water resource management, environmental protection, and disaster mitigation. Also, the Mississippi River, one of the largest and most significant rivers in North America, plays an essential role in shaping the region’s infrastructure and economy. Moreover, reliable flow forecasting is essential for several key purposes, including flood prevention, optimal water resource allocation, and ecosystem preservation, all of which are critical to promoting sustainable development and enhancing disaster resilience in the region. This study aims to predict the discharge of the Mississippi River at the Memphis station for the period from 1990 to 2024 by employing hybrid models that integrate short-term long-term memory (LSTM) with random forest (RF) and neural network (CNN), considering lag intervals of 3–15 days. Various evaluation criteria were utilized to assess the accuracy of these models. The performance evaluation revealed that a three-day lag interval produced the most accurate results, with the CNN-LSTM model achieving the best performance, with NRMSE = 0.0165, at the Memphis station. Additionally, the RF-LSTM and CNN-RF-LSTM models demonstrated high accuracy in predicting daily discharge, with NRMSE = 0.0179, 0.0177, respectively. These findings have significant implications for water resource managers, providing enhanced efficiency in reducing labor costs and saving time in forecasting.

河流流量是水资源管理、环境保护和减灾的重要组成部分。此外,密西西比河是北美最大、最重要的河流之一,在塑造该地区的基础设施和经济方面发挥着至关重要的作用。此外,可靠的流量预测对于防洪、优化水资源配置和生态系统保护等几个关键目的至关重要,这些都对促进该地区的可持续发展和增强抗灾能力至关重要。本研究的目的是利用短期长期记忆(LSTM)与随机森林(RF)和神经网络(CNN)相结合的混合模型,考虑3-15天的滞后时间,预测1990 - 2024年孟菲斯站的密西西比河流量。使用各种评价标准来评估这些模型的准确性。性能评估结果显示,3天的滞后间隔产生的结果最准确,其中CNN-LSTM模型在孟菲斯站的性能最佳,NRMSE = 0.0165。RF-LSTM和CNN-RF-LSTM模型对日流量的预测精度较高,NRMSE分别为0.0179和0.0177。这些发现对水资源管理者具有重要意义,可以提高效率,降低劳动力成本,节省预测时间。
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引用次数: 0
Microbiological improvement of soils with Box–Behnken experimental design Box-Behnken试验设计改良土壤微生物
IF 2.1 4区 地球科学 Pub Date : 2025-10-10 DOI: 10.1007/s11600-025-01704-4
Zehra Ertosun Karabulut, Sabriye Banu Ikizler, Abdülhakim Zeybek

Soil improvement methods aim to enhance geotechnical properties such as strength, durability, and resistance to environmental loads. Among recent advances, microbially induced calcium carbonate precipitation (MICP) has emerged as a sustainable alternative to conventional chemical stabilizers. This study presents a novel application of Box–Behnken experimental design (BBD) for optimizing MICP parameters in sandy soils, focusing on the interaction between sand type, treatment solution molarity, and curing time. A total of 17 experimental runs were conducted under a structured response surface methodology to identify optimal conditions for maximizing unconfined compressive strength (UCS). The highest UCS value, 1297 kPa, was achieved using fine-grained sand treated with a 1.5 mol solution over 5 days. The key innovation of this research lies in the integration of statistical design techniques with microbial geotechnology, enabling efficient modeling of nonlinear interactions and minimizing experimental effort. Beyond laboratory findings, the results offer practical guidance for field-scale implementations by identifying critical parameter ranges that ensure microbial viability and performance stability. This integrated approach provides both methodological novelty and applied relevance, contributing to the advancement of bio-based soil improvement strategies in geotechnical engineering.

土壤改良方法旨在提高土工性能,如强度、耐久性和对环境负荷的抵抗力。在最近的进展中,微生物诱导碳酸钙沉淀(MICP)已成为传统化学稳定剂的可持续替代品。本文介绍了Box-Behnken实验设计(BBD)在砂质土壤中优化MICP参数的新应用,重点研究了砂类型、处理溶液的摩尔浓度和养护时间之间的相互作用。为了确定最大化无侧限抗压强度(UCS)的最佳条件,在结构化响应面方法下共进行了17次试验。使用1.5 mol溶液处理5天的细粒砂,获得了最高的UCS值1297 kPa。本研究的关键创新在于将统计设计技术与微生物地质技术相结合,使非线性相互作用的有效建模和最小化实验努力成为可能。除了实验室发现之外,研究结果还通过确定确保微生物活力和性能稳定性的关键参数范围,为现场规模的实施提供了实用指导。这种综合方法提供了方法上的新颖性和应用相关性,促进了岩土工程中生物基土壤改良策略的发展。
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引用次数: 0
The deformation in the North Island, New Zealand, based on geodetic data from 2014 to 2024 基于2014 - 2024年大地测量数据的新西兰北岛形变
IF 2.1 4区 地球科学 Pub Date : 2025-10-10 DOI: 10.1007/s11600-025-01697-0
Ayça Çırmık

This study examines seismicity and deformation in New Zealand's North Island using data from 2014 to 2024. The North Island, shaped by the Hikurangi Subduction Zone (HSZ), the Taupo Volcanic Zone (TVZ), and the North Island Dextral Fault Belt (NIDFB), exhibits complex tectonic activity. Therefore, in this study, Global Navigation Satellite System (GNSS) data were processed to analyze the horizontal and vertical movements of the North Island relative to the Pacific and Australian plates. Additionally, earthquakes were examined based on their magnitudes, epicenters, and hypocenters. The analysis of M ≥ 4 earthquake distribution highlights a seismic quiescence in the northwestern part of the island, particularly around Auckland and the Northland Volcanic Field. According to hypocenter depths, earthquakes at 20–60 km and 60–300 km form two NE-SW trending seismic zones, suggesting distinct structural domains with a potential transition zone in the west. GNSS velocities relative to the Pacific-fixed frame are found to be consistent with the subduction rate of the HSZ, while velocities relative to the Australian-fixed frame reveal higher horizontal velocities in the north, which align with a greater subduction rate and rollback effect. In contrast, the western part of the island rotates significantly slower than the eastern part. Consequently, this study presents and evaluates deformation trends, potential transition and quiescent zones, and the recent movement of the North Island in conjunction with previous studies.

本研究使用2014年至2024年的数据研究了新西兰北岛的地震活动性和变形。北岛由Hikurangi俯冲带(HSZ)、Taupo火山带(TVZ)和北岛右断裂带(NIDFB)组成,具有复杂的构造活动。因此,本研究利用全球导航卫星系统(Global Navigation Satellite System, GNSS)数据分析北岛相对于太平洋和澳大利亚板块的水平和垂直运动。此外,地震是根据震级、震中和震源来检测的。对M≥4级地震分布的分析表明,在岛的西北部,特别是在奥克兰和北国火山场附近,地震处于静止状态。从震源深度上看,20 ~ 60 km和60 ~ 300 km的地震形成了两个NE-SW走向的地震带,构造域明显,西部可能存在过渡带。相对于太平洋固定架的GNSS速度与HSZ的俯冲速率一致,而相对于澳大利亚固定架的GNSS速度在北部显示出更高的水平速度,这与更大的俯冲速率和回滚效应一致。相反,该岛西部的旋转速度明显慢于东部。因此,本研究结合以往的研究,提出并评价了北岛的变形趋势、潜在的过渡带和静止带以及最近的运动。
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Acta Geophysica
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