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Stochastic source modeling and tsunami simulations of cascadia subduction earthquakes for Canadian Pacific coast 加拿大太平洋海岸cascadia俯冲地震的随机震源模拟和海啸模拟
IF 2.4 3区 工程技术 Q1 Mathematics Pub Date : 2022-10-02 DOI: 10.1080/21664250.2022.2139918
K. Goda
ABSTRACT This study presents new stochastic source models for the Cascadia subduction earthquakes in the Pacific Northwest, which can trigger massive tsunamis along the shoreline of Vancouver Island. An extensive set of 5,000 stochastic source models is generated for the moment magnitude ranges between 8.1 and 9.1, and regional tsunami hazard simulations are performed at the grid resolution of 270 m. The results from the stochastic tsunami simulations are characterized by evaluating the regional tsunami hazard metric that is based on the geometric mean of the maximum wave heights along the Vancouver Island coast. Subsequently, using the probability distribution of the regional tsunami hazard parameter, representative source models are identified by capturing the average as well as rare rupture cases and then detailed tsunami hazard results, such as maximum wave height maps and wave profiles at specific locations, are examined. Numerical results highlight the directivity effects of tsunami generation and wave propagation on tsunami hazards along the Canadian Pacific coast and the earthquake source characterizations in terms of fault geometry and earthquake slip distribution. The developed source models and tsunami simulation results serve as the first step for performing probabilistic tsunami hazard analysis for the Cascadia subduction zone.
摘要本研究提出了太平洋西北部卡斯卡迪亚俯冲地震的新随机震源模型,该地震可在温哥华岛海岸线引发大规模海啸。针对8.1至9.1之间的矩震级范围,生成了一组5000个随机震源模型,并以270m的网格分辨率进行了区域海啸灾害模拟。随机海啸模拟的结果通过评估基于温哥华岛沿岸最大波高几何平均值的区域海啸危险性指标来表征。随后,利用区域海啸灾害参数的概率分布,通过捕捉平均和罕见的破裂情况来识别具有代表性的震源模型,然后检查详细的海啸灾害结果,如特定位置的最大波高图和波浪剖面。数值结果突出了海啸发生和波浪传播对加拿大太平洋沿岸海啸灾害的方向性影响,以及断层几何形状和地震滑移分布方面的震源特征。所开发的震源模型和海啸模拟结果是对卡斯卡迪亚俯冲带进行概率海啸危险分析的第一步。
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引用次数: 3
Statistical modeling of undertow on a natural beach 天然海滩暗流的统计模型
IF 2.4 3区 工程技术 Q1 Mathematics Pub Date : 2022-10-02 DOI: 10.1080/21664250.2022.2122374
Borribunnangkun Kullachart, Takayuki Suzuki
ABSTRACT To better understand the physical mechanism of undertow, field observations were conducted during barred and planar beach states on the Hasaki coast in Japan. The two observation periods spanned 21 days from May 13 to June 2 in 2016, and 13 days from May 9 to May 22 in 2017, respectively. A horizontal acoustic Doppler current profiler was used to measure the undertow velocity and water level. The observed data were statistically analyzed to investigate the characteristics of the spatial and wave-energetic distributions of the undertow exceedance probability, PE . The results reveal that when the wave energy flux level was high, the undertow velocity increased, as did its PE . By contrast, the undertow PE during a low-wave-energy level decreased with greater water depths. Here, a Weibull distribution was applied to explain PE of the undertow. The Weibull parameters: scale and shape were estimated by the combination of normalized values of the wave energy flux, relative surf zone locations, and normalized water depths, and this generalized equation was considered a statistical model for estimating undertow PE . A comparison of the statistical model against the measurement demonstrates that the model accurately predicted the undertow PE with a small error.
摘要为了更好地了解暗流的物理机制,在日本长崎海岸的条形和平面海滩状态下进行了实地观测。这两个观测期分别为2016年5月13日至6月2日的21天和2017年5月9日至5月22日的13天。利用水平声学多普勒海流剖面仪测量了潜流速度和水位。对观测数据进行统计分析,以研究潜流超越概率PE的空间和波浪能量分布特征。结果表明,当波浪能量通量水平高时,潜流速度增加,其PE也增加。相比之下,在低波浪能级期间,潜流PE随着水深的增加而减小。在这里,威布尔分布被应用来解释潜流的PE。威布尔参数:尺度和形状是通过波浪能量通量的归一化值、相对冲浪区位置和归一化水深的组合来估计的,并且该广义方程被认为是估计潜流PE的统计模型。统计模型与测量结果的比较表明,该模型准确地预测了潜流PE,误差较小。
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引用次数: 0
A new dual earthquake and submarine landslide source model for the 28 September 2018 Palu (Sulawesi), Indonesia tsunami 2018年9月28日印度尼西亚巴鲁(苏拉威西)海啸的一个新的双重地震和海底滑坡源模型
IF 2.4 3区 工程技术 Q1 Mathematics Pub Date : 2022-09-19 DOI: 10.1080/21664250.2022.2122293
M. Heidarzadeh, I. Mulia
ABSTRACT The September 2018 Palu (Sulawesi, Indonesia) tsunami has been a heavily debated event because multiple source models of three different types have been proposed for this tsunami: (i) The Mw 7.5 earthquake, (ii) landslides, and (iii) dual earthquake and landslide. Surprisingly, all of these three types of models were reported as being successful in the literature in terms of reproducing the existing tsunami observations. This can be partly attributed to the limited observations available for this tsunami. This study is motivated by the results of a marine bathymetric survey, which identified evidence for submarine landslides within the Palu Bay. Our modeling shows that the tsunami cannot be exclusively attributed to the Mw 7.5 earthquake. Inspired by the results of the marine survey, we propose a dual source model including a submarine landslide although most of the existing models include subaerial coastal landslides. Our dual model comprises an earthquake model, which has a length of 264 km, a width of 37 km, and a slip of 0–8.5 m, combined with a submarine landslide with a length of 1.0 km, a width of 2.0 km, and a thickness of 80.0 m located at 119.823°E and −0.792°S.
摘要2018年9月巴鲁(印度尼西亚苏拉威西)海啸一直是一个备受争议的事件,因为已经为这次海啸提出了三种不同类型的多源模型:(i)7.5级地震,(ii)滑坡,以及(iii)双重地震和滑坡。令人惊讶的是,所有这三种类型的模型在文献中都被报道为在再现现有海啸观测方面是成功的。这在一定程度上可以归因于对这次海啸的观测有限。这项研究的动机是海洋测深调查的结果,该调查确定了巴鲁湾海底滑坡的证据。我们的模型表明,海啸不能完全归因于7.5级地震。受海洋调查结果的启发,我们提出了一个包括海底滑坡的双源模型,尽管大多数现有模型包括陆上海岸滑坡。我们的双重模型包括一个长264公里、宽37公里、滑动0–8.5米的地震模型,以及位于119.823°E和−0.792°S的长1.0公里、宽2.0公里、厚80.0米的海底滑坡。
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引用次数: 5
A composite approach towards understanding the mechanisms and driving variables of river mouth variability: A case study of the Da Dien River mouth 一种理解河口变化机制和驱动变量的综合方法——以大奠河口为例
IF 2.4 3区 工程技术 Q1 Mathematics Pub Date : 2022-09-19 DOI: 10.1080/21664250.2022.2124046
Nhu Y Nguyen, Duy Huy Binh Pham, Thu Thao Hoang, Van Sy Pham, Dang Dinh Kha, Tien Giang Nguyen
ABSTRACT This research aims to present a composite approach to characterizing the intra-annual and interannual variability in inlet throat width and understanding its mechanism (how, when, and why it varies). The techniques used include remote sensing imagery analysis, spectral and cross-spectral analyses, correlation analyses, and random forest variable importance. The Da Dien River mouth (DDRM), which is located in southern Central Vietnam and experiences a strong annual signal of climate regimes, was selected as a case study to demonstrate the applicability of the approach. The results show that the narrowing/widening of the DDRM throat width is highly dynamic and variable under the significant dominant influence of wave height, tide and river flow, which seasonally and interannually vary according to the monsoon regime, El Niño/Southern Oscillation and sunspot number variations (better correlation with ENSO events). The overall throat width decreases during El Niño/the positive QBO phase and increases during La Niña periods/the negative QBO phase. The difference in river flow magnitudes is the main cause for the constriction/expansion of the DDRM throat width. The successful application of the study approach to the DDRM case study demonstrates its usefulness and ability to be applied to other case studies in tropical monsoon regions.
摘要本研究旨在提出一种综合方法来表征入口喉部宽度的年内和年际变化,并了解其机制(如何、何时以及为什么变化)。所使用的技术包括遥感图像分析、光谱和交叉光谱分析、相关性分析和随机森林变量重要性。Da Dien河口(DDRM)位于越南中南部,每年都有强烈的气候变化信号,被选为案例研究,以证明该方法的适用性。结果表明,在波高、潮汐和河流流量的显著主导影响下,DDRM喉部宽度的变窄/加宽是高度动态和可变的,这些因素随季风、厄尔尼诺/南方涛动和太阳黑子数的变化而季节性和年际变化(与ENSO事件的相关性更好)。总喉部宽度在厄尔尼诺/正QBO阶段减小,在拉尼娜/负QBO阶段增大。河流流量大小的差异是DDRM喉部宽度收缩/扩张的主要原因。该研究方法在DDRM案例研究中的成功应用证明了其在热带季风地区其他案例研究中应用的有用性和能力。
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引用次数: 0
Long-term observation of current at the mouth of Tokyo Bay 东京湾河口海流的长期观测
IF 2.4 3区 工程技术 Q1 Mathematics Pub Date : 2022-09-13 DOI: 10.1080/21664250.2022.2122300
S. Hosokawa, Shota Okura
ABSTRACT Current patterns at the mouth of Tokyo Bay have been observed since the 1970s. However, earlier studies using short-term observations and numerical analyses were too limited in their spatiotemporal scale. This study analyzed long-term observations (over a decade) obtained using an acoustic Doppler current profiler mounted on a ferry that crosses the mouth of the bay. This long-term observation dataset revealed that tidal currents dominated at the bay mouth, and that an estuarine circulation of residual current was associated with inflow into the bay along topographic pathways formed by the Tokyo Submarine Canyon and the Uraga Channel. The water volume of the inflow was substantially greater than the discharge of the four major rivers flowing into Tokyo Bay. Although the mean residual current of the surface layer on the east side was outflow, it was variable with substantial and frequent inflow from the ocean, which might have caused an oceanic environment on the east side. Analysis of the long-term observations elucidated the spatial mean picture and temporal variability of the current patterns at the mouth of Tokyo Bay. This improved knowledge and the extended dataset will help answer remaining questions regarding the water quality in Tokyo Bay.
摘要自20世纪70年代以来,人们一直在观察东京湾河口的洋流模式。然而,早期使用短期观测和数值分析的研究在时空尺度上过于有限。这项研究分析了使用安装在穿越海湾河口的渡轮上的声学多普勒海流剖面仪获得的长期观测结果(超过十年)。这一长期观测数据集显示,潮流在海湾口占主导地位,残余流的河口环流与沿东京海底峡谷和浦贺海峡形成的地形路径流入海湾有关。流入的水量远远大于流入东京湾的四条主要河流的流量。尽管东侧表层的平均残余流是外流,但随着大量频繁的海洋流入,它是可变的,这可能导致了东侧的海洋环境。对长期观测结果的分析阐明了东京湾河口洋流模式的空间平均图和时间变异性。这些改进的知识和扩展的数据集将有助于回答有关东京湾水质的剩余问题。
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引用次数: 1
A new predictive equation for estimating wave period of subaerial solid-block landslide-generated waves 一种估算陆上固体块体滑坡波周期的新预测方程
IF 2.4 3区 工程技术 Q1 Mathematics Pub Date : 2022-09-04 DOI: 10.1080/21664250.2022.2110657
R. Sabeti, M. Heidarzadeh
ABSTRACT In the aftermath of the deadly 2018 Anak Krakatau tsunami (Indonesia) and associated confusions over its modeling and generation mechanism, there has been an urgent need for further studies to improve our understanding of landslide-generated tsunamis. Two important factors in accurate modeling of landslide tsunamis are the wave period and the initial wave amplitude. Here, we apply a physical modeling approach and develop an empirical equation to predict the dominant wave period generated by solid-block subaerial landslide tsunamis. Fifty-one laboratory experiments are conducted at different water depths and using four different concrete blocks for the sliding masses. The results are consequently employed to derive a predictive equation for the wave period of solid-block subaerial landslide tsunamis. An innovation of this study is that we apply data from different scales (laboratory and field scales) to produce our predictive equation. For field data, the data from the 2018 Anak Krakatau event is used. We compared our predictive equation with other previously-published equations. To confirm the validity of our predictive equation, it is applied for the prediction of the wave period of an independent landslide tsunami event whose data was not used for the derivation of the equation.
2018年印尼喀拉喀托阿纳克海啸发生后,人们对其建模和产生机制存在诸多困惑,迫切需要进一步研究以提高我们对滑坡引发的海啸的认识。准确模拟滑坡海啸的两个重要因素是波周期和初始波幅。在这里,我们采用物理模拟方法,并开发了一个经验方程来预测固体块体陆上滑坡海啸产生的主导波周期。在不同的水深和使用四种不同的混凝土块作为滑动块进行了51个实验室实验。结果可用于推导固体块体陆上滑坡海啸波周期的预测方程。这项研究的一个创新之处在于,我们应用了来自不同尺度(实验室和现场尺度)的数据来产生我们的预测方程。对于现场数据,使用2018年喀拉喀托火山事件的数据。我们将我们的预测方程与之前发表的其他方程进行了比较。为了验证该预测方程的有效性,将其应用于一次独立滑坡海啸事件的波周期预测,该事件的数据未用于方程的推导。
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引用次数: 1
A new tsunami hazard assessment for eastern Makran subduction zone by considering splay faults and applying stochastic modeling 考虑展断层并应用随机模型的马克兰东部俯冲带海啸危险性评价新方法
IF 2.4 3区 工程技术 Q1 Mathematics Pub Date : 2022-08-30 DOI: 10.1080/21664250.2022.2117585
P. Momeni, K. Goda, M. Mokhtari, M. Heidarzadeh
ABSTRACT Tsunami hazard imposed by possible rupture of splay faults is important as it may significantly intensify tsunami heights locally. The Makran Subduction Zone (MSZ) in the northwestern Indian Ocean can generate large thrust earthquakes that could trigger significant tsunamis. In this paper, the effects of possible rupture of splay faults on the tsunami hazards of eastern MSZ are studied by developing a framework that uses stochastic earthquake rupture models and considers uncertainties related to rupture location, rupture geometry, seismic moment split ratio, earthquake slip asperity location within a fault plane, and earthquake slip heterogeneity. To quantify these uncertainties, 484 different parameter combinations of tsunami sources are considered systematically. The geometry of splay faults is developed using the most recent marine seismic surveys of the tectonic structure of the MSZ. A moment magnitude of 8.6 is considered as a scenario magnitude. The results of this study are generated in two parts, by considering average sources and stochastic sources. Results show significant local amplification of the maximum tsunami heights due to splay faults. For instance, the maximum wave height in Pasni, Pakistan can be amplified by a factor of four due to a single splay fault rupture scenario of average sources.
展断层可能破裂所造成的海啸危险是重要的,因为它可能显著地加剧局部海啸高度。印度洋西北部的马克兰俯冲带(MSZ)可以产生大型逆冲地震,可能引发严重的海啸。本文采用随机地震破裂模型,考虑了破裂位置、破裂几何形状、地震矩劈裂比、断层平面内地震滑动粗糙度位置和地震滑动非均质性等不确定性因素,研究了扇形断层可能破裂对MSZ东部海啸灾害的影响。为了量化这些不确定性,系统地考虑了484种不同的海啸源参数组合。利用最近对MSZ构造结构的海洋地震调查,发展了斜断层的几何形状。矩震级8.6被认为是情景震级。本研究的结果分为两部分,分别考虑平均源和随机源。结果表明,由于展向断层,最大海啸高度在局部有明显的放大。例如,巴基斯坦Pasni的最大波高可以被放大四倍,这是由于平均震源的单张断层破裂情况。
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引用次数: 2
Progress of disaster mitigation against tropical cyclones and storm surges: a comparative study of Bangladesh, Vietnam, and Japan 热带气旋和风暴潮减灾的进展:孟加拉国、越南和日本的比较研究
IF 2.4 3区 工程技术 Q1 Mathematics Pub Date : 2022-07-17 DOI: 10.1080/21664250.2022.2100179
H. Takagi, LeDuc Anh, Rezuanul Islam, Tajnova Tanha Hossain
ABSTRACT This study reviews the progress of disaster mitigation measures against tropical cyclones (TCs) in three Asian countries with different historical, social, and economic backgrounds: Bangladesh, Vietnam, and Japan. In Bangladesh, an average of 6,600 people was killed by a single TC in the 1960s, but this number had decreased to 30 in the 2010s; this reduction was due to a clear improvement in soft measures, such as weather forecasting, warning systems, and mass evacuation coordinated by volunteers. In Vietnam, several strong TCs have recently made landfall, leading to improvements in national disaster management. Although Vietnam's current disaster management budget is smaller than those of the two other countries, large-scale evacuation by local authorities is believed to have minimized casualties. In Japan, shortly after Typhoon Vera in 1959, a comprehensive law on disaster prevention was enacted, and coastal dikes were constructed nationwide, resulting in a considerable reduction in fatalities due to TCs. However, the disaster prevention facilities built in this period are now deteriorating, while Japan’s budget for disaster management is projected to be decreasing. The three countries have advanced their disaster preparedness in response to past TCs and storm surges, but new challenges have also arisen.
摘要:本研究综述了孟加拉国、越南和日本这三个具有不同历史、社会和经济背景的亚洲国家在热带气旋减灾措施方面的进展。在孟加拉国,20世纪60年代,平均有6600人死于一种TC,但这一数字在2010年代已降至30人;这一减少是由于软措施的明显改善,例如天气预报、预警系统和志愿者协调的大规模疏散。在越南,几次强台风最近登陆,导致国家灾害管理得到改善。虽然越南目前的灾害管理预算比另外两个国家要少,但据信,地方当局的大规模疏散将伤亡降到最低。1959年“维拉”台风发生后不久,日本就制定了全面的防灾法,在全国范围内修建了海岸堤坝,使台风造成的死亡人数大大减少。然而,在此期间建造的防灾设施现在正在恶化,而日本用于灾害管理的预算预计将减少。为应对过去的台风和风暴潮,这三个国家已经提高了备灾能力,但新的挑战也出现了。
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引用次数: 5
Simulated flood forces on a building due to the storm surge by Typhoon Haiyan 台风海燕风暴潮对建筑物的模拟洪水力
IF 2.4 3区 工程技术 Q1 Mathematics Pub Date : 2022-07-14 DOI: 10.1080/21664250.2022.2099683
J. Valdez, T. Shibayama, T. Takabatake, M. Esteban
ABSTRACT Haiyan in 2013 was one of the most powerful typhoons to have affected the Philippines, devastating in its path a wide portion of Leyte, and causing extensive damage to structures in Tacloban City. To understand the likely impacts that would be exerted by a storm surge on a structure deemed important, the authors used a coupled model that hindcasted the flooding that took place during Haiyan. This coupled model included the use of the Weather Research and Forecasting (WRF) Model (with Bogussing scheme) to simulate the atmospheric conditions during the passage of Haiyan, the Finite Volume Coastal Ocean Model (FVCOM) to simulate the storm surge and obtain the boundary conditions for the wind and flood (hydrostatic, hydrodynamic, and breaking wave), and the Structural Analysis and Designing Program (STAAD.Pro) to calculate the corresponding axial, shear, and bending moment envelopes based on the storm surge simulation. A 4-floor public school building in Tacloban was modeled and the effects that the storm surge would have on a corner column were analyzed. Based on the results, the axial, shear, and moment at the corner column significantly increased when considering flood loads, indicating the importance of including such loads in the design of essential structures.
2013年的“海燕”是影响菲律宾最强大的台风之一,其所到之处摧毁了莱特岛的大部分地区,并对塔克洛班市的建筑造成了广泛的破坏。为了了解风暴潮对被认为重要的建筑物可能产生的影响,作者使用了一个耦合模型来预测海燕期间发生的洪水。该耦合模式包括:采用Bogussing方案的WRF模式模拟海盐通过过程中的大气条件,采用有限体积海岸海洋模式(FVCOM)模拟风暴潮,得到风暴潮的边界条件(水静力、水动力和破碎波),采用STAAD.Pro软件计算相应的轴向、剪切、以及基于风暴潮模拟的弯矩包络。他们对塔克洛班一所四层的公立学校建筑进行了建模,并分析了风暴潮对一根角柱的影响。结果表明,考虑洪水荷载时,角柱轴向、剪力和弯矩均显著增大,说明在基本结构设计中考虑洪水荷载的重要性。
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引用次数: 2
An effective process-based modeling approach for predicting hypoxia and blue tide in Tokyo Bay 一种有效的基于过程的东京湾缺氧和赤潮预测建模方法
IF 2.4 3区 工程技术 Q1 Mathematics Pub Date : 2022-07-03 DOI: 10.1080/21664250.2022.2119011
Kangnian Wang, Yoshiyuki Nakamura, J. Sasaki, Tetsunori Inoue, Hiroto Higa, Takayuki Suzuki, Muhammad Ali Hafeez
ABSTRACT Hypoxia and blue tide are the most significant environmental issues in Tokyo Bay as they have been damaging fisheries for a long time. Although studies on modeling these two associated phenomena have been conducted for decades, the scarcity of relevant observational datasets has greatly hindered the progress, and no study has successfully reproduced the entire processes of blue tide or predicted the time and place of its outbreak. To address the problems from limited data, this study proposed a relatively conventional benthic flux model and developed a novel method that converts the total organic carbon content into the fluxes of sediment oxygen consumption and sulfide release to represent the spatial differences in benthic fluxes. A pelagic sulfur model with only three key chemical reactions of blue tide that includes the disproportionation of elemental sulfur was proposed. The method significantly improved the results of dissolved oxygen in bottom water, as seen by the root mean square error decreasing by 15.9% and 18.9% in two simulations with largely different forcings. The sulfur model also accurately predicted the outbreaks of blue tides in each simulation, which is significant to the stakeholders as it facilitates the forecast of blue tides in Tokyo Bay.
摘要缺氧和赤潮是东京湾最严重的环境问题,因为它们长期以来一直在破坏渔业。尽管对这两种相关现象建模的研究已经进行了几十年,但相关观测数据集的稀缺极大地阻碍了这一进展,也没有任何研究成功再现了蓝潮的整个过程或预测了其爆发的时间和地点。为了解决数据有限的问题,本研究提出了一个相对传统的海底通量模型,并开发了一种新的方法,将总有机碳含量转换为沉积物耗氧量和硫化物释放通量,以表示海底通量的空间差异。提出了一个只有三个蓝潮关键化学反应的远洋硫模型,其中包括元素硫的歧化。该方法显著改善了底层水中溶解氧的结果,在两次不同强迫的模拟中,均方根误差分别降低了15.9%和18.9%。硫模型还在每次模拟中准确预测了赤潮的爆发,这对利益相关者来说意义重大,因为它有助于预测东京湾的赤潮。
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引用次数: 2
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Coastal Engineering Journal
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