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The Importance of Family and Community Approach in Reducing the Risk Faced by the Elderly During the COVID-19 Pandemic 家庭和社区方法在减少新冠肺炎大流行期间老年人面临的风险方面的重要性
IF 0.8 Q4 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2023-06-01 DOI: 10.20965/jdr.2023.p0415
D. Hidayati, Widayatun, A. Situmorang
COVID-19, spreads very quickly and became a global pandemic in a short time, is not only life-threatening but also disrupts people’s lives, especially the elderly who are very vulnerable to being exposed to the coronavirus. The number of Indonesian elderly people is constantly increasing, reaching around 29 million in 2021. Almost half of them have socio-demographic vulnerability, high morbidity, and limited economic conditions. This paper discusses the importance of reducing the impact and risk that elderly people face in dealing with the COVID-19 pandemic with a family and community approach. During the pandemic, the elderly people in the research location confront many challenges, such as accessing health facilities and services, providing basic daily needs, and engaging in social interaction, which are limited due to the government’s social restrictions. The health vulnerabilities and risks of the elderly are therefore getting higher, as indicated by the large number of them exposed to and dying due to COVID-19. The economic vulnerability and financial dependence of some elderly on their families also increase. In these difficult conditions, their families and residential communities provide enormous support and positively influence the knowledge, awareness, and behavior of the elderly regarding the COVID-19 pandemic. This research relies heavily on primary data collection using qualitative methods through in-depth interviews with representatives of the elderly in the City of Bekasi, West Java. Data are also collected through a desk review of relevant books, articles, and documents.
COVID-19传播迅速,在短时间内成为全球大流行,不仅危及生命,而且扰乱了人们的生活,特别是老年人非常容易接触到冠状病毒。印度尼西亚的老年人数量不断增加,到2021年将达到2900万左右。其中几乎一半的人具有社会人口脆弱性、高发病率和有限的经济条件。本文讨论了以家庭和社区方式减少老年人在应对COVID-19大流行时面临的影响和风险的重要性。大流行期间,研究地点的老年人面临着许多挑战,例如获得卫生设施和服务,提供基本的日常需求,以及参与社会互动,由于政府的社会限制,这些挑战受到限制。因此,老年人的健康脆弱性和风险越来越高,大量老年人暴露于COVID-19并因其死亡。一些老年人的经济脆弱性和对家庭的经济依赖也在增加。在这些困难的条件下,他们的家庭和居住社区提供了巨大的支持,并对老年人关于COVID-19大流行的知识、意识和行为产生了积极影响。本研究在很大程度上依赖于通过深入访谈西爪哇勿加西市老年人代表的定性方法收集的原始数据。通过查阅相关书籍、文章和文件来收集数据。
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引用次数: 1
Special Issue on Development of Integrated Expert System for Estimation and Observation of Damage Level of Infrastructure in Lima Metropolitan Area 利马都市圈基础设施破坏程度评估与观测综合专家系统开发专刊
IF 0.8 Q4 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2023-06-01 DOI: 10.20965/jdr.2023.p0297
K. Kusunoki
Earthquakes and tsunami disasters happen suddenly, devastating cities in just a few minutes. For decision makers to manage such disasters, they need current information on the status of their cities, but all information is collected separately and on paper now. All disaster-related information should be integrated to support decision making. To develop such an integrated system, Peru and Japan launched a new SATREPS project, “Development of Integrated Expert System for Estimation and Observation of Damage Level of Infrastructure in Lima Metropolitan Area,” in 2021. The project consists of four groups. Group 1 is related to earthquake and tsunami hazards, estimating the level of shaking and predicting the damage due to tsunami. Group 2 is related to damage detection/estimation, using sensing devices to estimate the level of damage to buildings and other infrastructure. Group 3 is related to understanding the damage over a wide area through satellite images, and also to the integration of all information from Groups 1 to 3. Group 4 is related to developing the capacity to utilize the integrated expert system. This special issue has been organized to present the progress accomplished in the first two years and to share the project’s achievements. It covers the fields of earthquake hazards, building and infrastructure damage estimation, damage estimation with satellite imagery, and human loss estimation.
地震和海啸灾害突然发生,在短短几分钟内摧毁了城市。对于管理此类灾害的决策者来说,他们需要城市现状的最新信息,但现在所有信息都是单独收集的,并记录在纸上。应整合所有与灾害有关的信息,以支持决策。为了开发这样一个综合系统,秘鲁和日本于2021年启动了一个新的SATREPS项目,“利马大都会区基础设施损坏程度评估和观测综合专家系统的开发”。该项目由四个小组组成。第1组与地震和海啸危害有关,估计地震的程度并预测海啸造成的损失。第2组涉及损坏检测/估计,使用传感设备来估计建筑物和其他基础设施的损坏程度。第3组涉及通过卫星图像了解大范围的损失,也涉及整合第1组至第3组的所有信息。第4组涉及发展利用综合专家系统的能力。本期特刊旨在介绍前两年取得的进展,并分享该项目的成就。它涵盖了地震灾害、建筑和基础设施损失估计、卫星图像损失估计和人员损失估计等领域。
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引用次数: 0
In Challenge of Approaching Casualties and Injured People Due to a Damaging Earthquake 在接近因破坏性地震而伤亡和受伤的人的挑战
IF 0.8 Q4 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2023-06-01 DOI: 10.20965/jdr.2023.p0388
C. Zavala, M. Diaz, Francisco Ríos
During big earthquakes, one of the challenges for the decision maker is the estimation of the resources for the attention of the disaster which is computed based on the casualties and injured people, which is generated by damaging earthquake. In this investigation, two criteria for the estimation of casualties during damaging earthquake were presented for Mw>6.5 in one target area, namely, Chorrillos district in the Lima metropolitan. First criterion considers the compilation of existing data that reports the casualties on damaged cities with a population density involved, considering the lifestyle, the time of occurrence, the season of the year, that could influence in the number of victims, which is normalized to avoid temporary effects in the estimation. The second criterion considers the output generated prior computed process such earthquake hazard, microzoning and risk analysis of the target area. Here a series of identification of parameters has been computed such as location of the source of earthquake, depth and epicentral distance, distribution of population, social levels, and others, to estimate the risk. For the computing of the number of casualties in the affected area, a relation between the magnitude and risk is developed. Both criteria provided results which with an uncertain measure, but not so far from each other. That gives us confidence in this approach. Also, we evaluate the estimation with the major earthquake’s scenarios for the region especially in Peru, with reasonable results.
在大地震中,决策者面临的挑战之一是如何根据破坏性地震造成的伤亡人数来计算灾害关注的资源。在这项调查中,提出了两个估计在破坏性地震期间伤亡的标准,在一个目标地区,即利马大都市区的Chorrillos区,Mw bbbb6.5。第一项标准考虑到现有数据的汇编,这些数据报告了涉及人口密度的受损城市的伤亡情况,同时考虑到生活方式、发生时间、一年中的季节等可能影响受害者人数的因素,这些因素被归一化,以避免对估计造成暂时影响。第二个准则考虑了目标区域地震危险性、微区划和风险分析等先验计算过程产生的输出。这里已经计算了一系列参数的识别,如震源位置,深度和震中距离,人口分布,社会水平等,以估计风险。为了计算受灾地区的伤亡人数,建立了震级与风险之间的关系。这两种标准都提供了不确定的测量结果,但彼此相差不大。这让我们对这种方法充满信心。此外,我们对该地区特别是秘鲁的大地震情景进行了评估,得出了合理的结果。
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引用次数: 0
Preliminary System for the Estimation of Peak Ground Acceleration Distribution in Metropolitan Lima and Callao: Application in Recent Seismic Events 利马和卡亚俄市区地面加速度峰值分布初步估计系统:在近期地震事件中的应用
IF 0.8 Q4 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2023-06-01 DOI: 10.20965/jdr.2023.p0319
C. Gonzales, Roger Garay, L. Moya, F. Lazares, Z. Aguilar, D. Calderon, M. Diaz, M. Matsuoka, C. Zavala
The conjunction of seismic records and site effect parameters can lead to the adequate estimation of seismic indexes in urban areas. In this regard, this study uses the map of soil amplification factors obtained in previous studies and the availability of time history waveforms at different locations throughout Metropolitan Lima and Callao to estimate the geospatial distribution of maximum values of horizontal acceleration after the occurrence of earthquakes. Results for three earthquakes of intermediate magnitude and distinct epicenter locations are publicly available in an online system created within the framework of this study (Amaru Peru) and showed that amplified motions could be mainly observed in the lowlands of populated slopes as well as in the eolian sandy deposits.
将地震记录与场地效应参数相结合,可以对城市地区的地震指标进行充分的估计。为此,本研究利用前人研究得到的土壤放大因子图和利马大都会区和卡亚俄州不同地点时程波形的可用性,估算地震发生后水平加速度最大值的地理空间分布。在本研究(秘鲁阿马鲁)框架内创建的一个在线系统中,可以公开获得三次中等震级和不同震中位置的地震的结果,结果表明,在人口密集的斜坡的低地以及风成沙沉积物中,可以主要观察到放大的运动。
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引用次数: 0
Practicing Rescue Plans of Vietnamese Firefighters: Situation and Solutions 越南消防员实施救援计划的现状与对策
IF 0.8 Q4 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2023-06-01 DOI: 10.20965/jdr.2023.p0436
Hung Le Tien, Nam Pham Van, Takaaki Kato
Practicing rescue plans is an important training method to improve the rescue capacity of firefighters, yet the status of such practice has rarely been reported in international journals. Vietnamese firefighters expanded the types of rescue plans to be practiced in 2012, but this activity remains limited and inadequate. This study aims to identify the causes of the current limitations in the practice of rescue plans and proposes solutions to improve the ability of Vietnamese firefighters to practice rescue plans. To identify the characteristics of rescue practice activities in Vietnam, 200 rescue plans and 100 rescue practice videos were analyzed. A survey of 196 officers from 16 provincial fire departments was conducted to identify reasons for these limitations. Officers’ responses from eight provincial fire departments with good performance in 2020 were compared with those of officers from other fire departments. The responses were also compared across the four groups of officials with different work experiences. The method of practicing rescue plans in Vietnam was compared with that proposed by the US Department of Homeland Security. This study suggests that Vietnam should apply less expensive exercises and not depend too much on hypothetical incident scenes. The same recommendation applies to other Southeast Asian countries.
演练救援预案是提高消防队员救援能力的重要训练手段,但国际期刊对演练救援预案的现状报道甚少。2012年,越南消防队员扩大了将要实施的救援计划的种类,但这一活动仍然有限且不足。本研究旨在找出目前救援计划实践中存在局限性的原因,并提出解决方案,以提高越南消防员实施救援计划的能力。为了确定越南救援实践活动的特点,对200个救援计划和100个救援实践视频进行了分析。对来自16个省消防部门的196名官员进行了调查,以查明这些限制的原因。将2020年表现较好的8个省级消防部门的官员回答与其他消防部门的官员回答进行了比较。我们还对四组不同工作经历的官员的回答进行了比较。将越南救援计划的实施方法与美国国土安全部提出的方案进行比较。这项研究表明,越南应该采用成本较低的演习,不要过于依赖假想的事件场景。同样的建议也适用于其他东南亚国家。
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引用次数: 0
“What if the Nankai Trough Earthquake Occurred?”: A Collaboration Between Academia with the Media Using a Newspaper-Making Workshop as a Starting Point to Engage Elementary School Students and Their Parents in Disaster Risk Reduction “如果南开槽地震发生了怎么办?”:学术界与媒体的合作,以报纸制作工作坊为起点,让小学生及其家长参与减少灾害风险
IF 0.8 Q4 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2023-06-01 DOI: 10.20965/jdr.2023.p0397
Natsuko Chubachi, Kumiko Konno, Y. Fukushima, Takeshi Sato
Japanese citizens are still not fully prepared for an occurrence of the Nankai Trough Earthquake. In the Japanese population, it is not an easy task to achieve disaster preparedness, and to address issues such as a lack of initiative and low priority in disaster risk reduction (DRR). In their attempt to address these issues, the authors focused on Japanese elementary school students and their parents by conducting a lighthearted workshop that encouraged them to initiate risk reduction activities against disasters caused by natural hazards, including the Nankai Trough Earthquake. The workshop was a nonschool-based DRR activity, and it had the following characteristics: (1) the contents were comprehensively developed from a collaboration between researchers in science and engineering with a disaster science communicator and media personnel; (2) innovative contents were communicated in a creative manner; (3) incorporation of a “newspaper-making” activity; and (4) an online format that easily enabled those who did not have a close social network in the community to participate in it. The workshop was conducted with 21 families, and they developed original newspapers on DRR. The findings of the completed newspapers, participant observations, and questionnaire survey revealed that the workshop was an effective starting point for citizens to proactively engage in DRR, including the Nankai Trough Earthquake.
日本民众对南开海槽地震的发生还没有做好充分的准备。在日本人口中,实现备灾并解决减少灾害风险缺乏主动性和优先级低等问题并非易事。为了解决这些问题,作者以日本小学生及其父母为对象,举办了一个轻松愉快的研讨会,鼓励他们针对自然灾害(包括南开海槽地震)引发的灾害开展风险降低活动。研讨会是一项非学校DRR活动,具有以下特点:(1)内容是由科学和工程研究人员与灾害科学传播人员和媒体人员的合作全面发展而来;(2) 以创造性的方式传达创新内容;(3) 纳入“报纸制作”活动;以及(4)一种在线形式,使那些在社区中没有密切社交网络的人能够轻松参与其中。该研讨会由21个家庭参加,他们开发了关于DRR的原创报纸。完成的报纸、参与者观察和问卷调查结果表明,研讨会是公民积极参与DRR的有效起点,包括南开槽地震。
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引用次数: 0
How a Household Survived a Natural Hazard-Triggered Blackout with Photovoltaic and Battery Energy System: A Report of 2018 Hokkaido Eastern Iburi Earthquake in Japan 一个家庭如何用光伏和电池能源系统在自然灾害引发的停电中幸存:2018年日本北海道伊布里东部地震报告
IF 0.8 Q4 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2023-04-01 DOI: 10.20965/jdr.2023.p0280
Hitomu Kotani, K. Nakano
Energy-generating and storage systems, such as photovoltaic (PV) panels and energy storage batteries in homes, are becoming increasingly popular in the context of decarbonization. The systems are also expected to increase household resilience to natural hazard-triggered blackouts. However, how these systems contribute to the use of electrical appliances in households in actual cases is not sufficiently known. Therefore, this report aims to describe the activities that a household with an energy-generating and storage system could undertake during a natural hazard-triggered blackout. We focused on the blackout triggered by the 2018 Hokkaido Eastern Iburi Earthquake (approximately 2.95 million households lost power) and conducted an interview with a household living in a detached all-electric house with a PV and battery system. The results showed that the household lived without inconveniences during the blackout due to the power supply from the installed system, despite the weather. They charged cell phones and used a television, refrigerator, microwave oven, cooking heater, and bath. Moreover, the household’s electricity was also supplied to other households. These results clarified the actual benefit of enhancing household and community resilience of the systems. The results will aid household decision-making for the installation and governmental consideration of subsidies.
在脱碳的背景下,光伏电池板和家庭储能电池等能源生产和储存系统越来越受欢迎。预计这些系统还将提高家庭对自然灾害引发的停电的抵御能力。然而,在实际情况下,这些系统如何有助于家庭电器的使用还不够清楚。因此,本报告旨在描述具有能源发电和储存系统的家庭在自然灾害引发的停电期间可能进行的活动。我们关注了2018年北海道东伊布里地震引发的停电(约295万户家庭断电),并采访了一户居住在带光伏和电池系统的独立式全电动房屋中的家庭。结果表明,尽管天气不好,但由于安装的系统供电,这户人家在停电期间生活没有任何不便。他们给手机充电,用电视、冰箱、微波炉、电热器和浴缸。此外,该家庭的电力也供应给其他家庭。这些结果阐明了增强家庭和社区系统复原力的实际好处。研究结果将有助于家庭在安装和政府考虑补贴方面做出决策。
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引用次数: 1
A Questionnaire Survey of the Mental Health of Japanese Expatriates in China During the COVID-19 Epidemic in 2021 2021年新冠肺炎疫情期间在华日籍人员心理健康问卷调查
IF 0.8 Q4 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2023-04-01 DOI: 10.20965/jdr.2023.p0209
Yukari Kamei, A. Hamada
This study examined the impact of coronavirus disease 2019 (COVID-19) on Japanese expatriates living in China. The survey period was from March 30 to July 31, 2021; responses were received via an online survey. An online survey gathered responses from 236 participants about the impact of COVID-19 on their work and life. While 80% of the participants responded that COVID-19 had impacted their work and life, 60% said that it had a physical or mental impact. Kruskal–Wallis test and Mann–Whitney U test were conducted to compare the effects of COVID-19 on job performance, including personal attributes. The impact of COVID-19 was associated with gender (p = .007), age (p = .010), occupation (p = .005), job title (p = .009), and living arrangements with or without a partner (p = .005). The impact was also correlated with age (p = .030), job position (p = .014), number of times the respondent had lived in Japan (p = .003), and number of years in Japan (p = .015). The most significant effect on mental and physical health was correlated with job position (p = .016). Thus, Japanese expatriates living in China were substantially affected by the COVID-19 epidemic; although, 60% of them said their region was easy to live in. Further, despite the Chinese government’s strict isolation orders, they found the thorough testing and use of the coronavirus tracking app reassuring. This suggests the importance of providing not only mental care for expatriates during the COVID-19 epidemic but also prompt decision-making based on an accurate understanding of the local situation.
本研究调查了2019冠状病毒病(COVID-19)对居住在中国的日本侨民的影响。调查时间为2021年3月30日至7月31日;我们通过在线调查收到了反馈。一项在线调查收集了236名参与者关于COVID-19对他们工作和生活的影响的反馈。80%的受访者表示,新冠肺炎影响了他们的工作和生活,60%的受访者表示,新冠肺炎对他们的身体或精神产生了影响。采用Kruskal-Wallis检验和Mann-Whitney U检验比较新冠肺炎对工作绩效(包括个人属性)的影响。COVID-19的影响与性别(p = .007)、年龄(p = .010)、职业(p = .005)、职称(p = .009)以及有无伴侣的生活安排(p = .005)有关。这种影响还与年龄(p = 0.030)、工作职位(p = 0.014)、被调查者在日本居住的次数(p = 0.003)和在日本居住的年数(p = 0.015)相关。对身心健康影响最大的是工作岗位(p = 0.016)。因此,居住在中国的日本侨民受到了COVID-19疫情的重大影响;尽管如此,60%的人说他们的地区很容易生活。此外,尽管中国政府下达了严格的隔离令,但他们发现冠状病毒追踪应用程序的彻底测试和使用令人放心。这表明,在新冠肺炎疫情期间,不仅要为外籍人士提供精神护理,还要在准确了解当地情况的基础上迅速做出决策。
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引用次数: 0
The Anticipated Nankai Trough Earthquake and Tsunami in Japan: Determinant Factors of Residents’ Pre-Event Evacuation Intentions 日本南开槽地震和海啸的预测:居民事前疏散意愿的决定因素
IF 0.8 Q4 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2023-04-01 DOI: 10.20965/jdr.2023.p0233
Kanan Hirano, Y. Fukushima, Hiroaki Maruya, M. Kido, Motoaki Sugiura
As a countermeasure against M8–9 class Nankai Trough earthquakes, the Japan Meteorological Agency started a service to release “Nankai Trough Earthquake Extra Information (Megathrust Earthquake Alert).” This alert is released after an M8.0 or higher earthquake occurs and the possibility of a subsequent earthquake is evaluated to be higher than usual. This is an innovative attempt at disaster mitigation in Japan as it encourages residents in the predefined area to pre-evacuate for one week when tsunami risk is higher. However, the factors influencing the evacuation behavior of residents are unknown. In this study, we investigated factors contributing to residents’ pre-event evacuation intentions using the hierarchical multiple regression analysis. We focused on the extent to which the recognition of the hazards and risks of the Nankai Trough earthquake and the response to the Extra Information, which are changeable by the local governments’ public relations activities, contributed to pre-event evacuation intentions after controlling for disaster-related general attitude and sociodemographic factors. Further, we paid special attention to residents’ degree of recognition of this information by checking the accuracy of their understanding of whether they lived within the pre-event evacuation area. The results showed that the recognition factors were relevant but less so than the general attitude toward disaster and more so than the sociodemographic factors. In addition, residents’ recognition accuracy was low. Our results suggest that it is important for local governments to make adequate efforts to encourage residents to evacuate.
作为应对8–9级南开槽地震的对策,日本气象厅开始发布“南开槽地震额外信息(大推力地震警报)”。该警报是在8.0级或更高级别地震发生后发布的,并且随后发生地震的可能性被评估为比平时更高。这是日本减灾的一次创新尝试,因为它鼓励预定义区域的居民在海啸风险较高时提前撤离一周。然而,影响居民疏散行为的因素尚不清楚。在本研究中,我们使用分层多元回归分析来调查影响居民事件前疏散意愿的因素。我们重点研究了在控制了与灾害相关的一般态度和社会人口因素后,对南开海槽地震的危害和风险的认识以及对额外信息的反应在多大程度上有助于事件前的疏散意图,这些信息可因地方政府的公共关系活动而改变。此外,我们特别关注居民对这些信息的识别程度,检查他们对是否居住在事件前疏散区的理解的准确性。结果表明,认知因素是相关的,但不如对灾难的普遍态度,而不如社会人口因素。此外,居民的识别准确率较低。我们的研究结果表明,地方政府做出足够的努力鼓励居民撤离是很重要的。
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引用次数: 0
Application of Stress Parameter from Liquefaction Analysis on the Landslide Induced Tsunami Simulation: A Case Study of the 2018 Palu Tsunami 液化应力参数在滑坡海啸模拟中的应用——以2018年帕卢海啸为例
IF 0.8 Q4 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2023-04-01 DOI: 10.20965/jdr.2023.p0199
K. A. Sujatmiko, K. Ichii, Soichiro Murata, I. Mulia
The accuracy of numerical simulations of a landslide-induced tsunami depends on the landslide characteristics, such as landslide geometry and geotechnical parameters. However, owing to the difficulty in sampling and measuring submarine landslides, rough assumptions of landslide parameters typically lead to significant uncertainties. In the 2018 Palu event, the earthquake was followed by immediate cascading disasters of coastal subsidence, both land and submarine landslides and a tsunami. This scenario provides opportunities to analyze landslide phenomena on land to characterize the submarine landslide causing the tsunami. This study proposes a new approach of using shear-stress parameters obtained from liquefaction analyses as input for landslide-induced tsunami simulation. To obtain the submarine landslide parameter, using the finite element method we modeled the liquefaction happened in Jono-Oge located near Palu Valley area. The shear-stress in this area was quite small with the range 1.5–3.5 kPa. We found that tsunami simulation yielded better accuracy by applying the stress value range obtained from the liquefaction analysis on land (1.5 kPa) rather than the typically adopted stress value for general cases (20 kPa). The result from the tsunami simulation using two-layer method with identical landslide location and geometry showed that shear-stress value of landslide mass gave quite a significant effect to the tsunami height.
滑坡引发的海啸数值模拟的准确性取决于滑坡的特征,如滑坡的几何形状和岩土参数。然而,由于海底滑坡的采样和测量困难,对滑坡参数的粗略假设通常会导致很大的不确定性。在2018年的帕卢地震中,地震后立即发生了沿海下沉、陆地和海底滑坡以及海啸等级联灾害。这种情景为分析陆地上的滑坡现象提供了机会,以表征引起海啸的海底滑坡。本研究提出了一种利用液化分析得到的剪切应力参数作为滑坡引发海啸模拟输入的新方法。为了得到海底滑坡的参数,采用有限元方法对帕卢河谷附近的Jono-Oge地区发生的液化进行了模拟。该区域剪切应力较小,剪切应力范围为1.5 ~ 3.5 kPa。我们发现海啸模拟采用陆地液化分析得到的应力值范围(1.5 kPa)比一般情况下通常采用的应力值(20 kPa)具有更好的准确性。采用相同滑坡位置和几何形状的两层方法模拟海啸结果表明,滑坡体剪应力值对海啸高度有相当显著的影响。
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引用次数: 1
期刊
Journal of Disaster Research
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