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Generating Evacuation Route for Tsunami Evacuation Based on Megathrust Scenario Hazard Model in Palabuhanratu Village, Sukabumi, West Java 基于大推力情景灾害模型的西爪哇岛Sukabumi Palabuhanratu村海啸疏散疏散路线生成
Pub Date : 2023-04-28 DOI: 10.24815/ijdm.v6i1.31148
I. Indira, M. D. Manessa
Palabuhanratu Village is one of the villages in Sukabumi, West Java, that is susceptible to earthquake and tsunami risks. This research intends to revise the tsunami hazard map, undertake a spatial analysis of the distribution of evacuation sites, and identify optimal tsunami evacuation routes. The tsunami hazard map was updated using tsunami modeling with COMCOT based on the worst-case scenario of potential magnitude moment 8.8 for the Megathrust segment in the south of West Java from PuSGeN. This modeling was used to predict the worst probable tsunami impact. On the basis of field survey data regarding the location of evacuation sites, evaluation of the distribution of evacuation sites was conducted. In addition, service area analysis is utilized to assess the service area of the present evacuation site in relation to each hamlet in Palabuhanratu village. Approximately 57.33 percent of the town could be affected by a tsunami, according to the findings of this study. The greatest tsunami height along the coast is expected to be between 18 and 22 meters, and the arrival time is 22 minutes. From a total of 35 hamlets, we determined that two hamlets in the Palabuhanratu village area were not harmed by the tsunami. Because not everyone can reach the evacuation location in time, the findings of this study show the need for an additional vertical evacuation site.
帕拉布汉拉图村是西爪哇苏卡umi的一个村庄,容易受到地震和海啸的影响。本研究拟修订海啸灾情图,对疏散点分布进行空间分析,确定最优的海啸疏散路线。根据PuSGeN对西爪哇南部大逆冲断层潜在震级矩8.8的最坏情况,使用COMCOT海啸建模更新了海啸危险图。这个模型被用来预测最严重的海啸影响。根据疏散点位置的实地调查数据,对疏散点分布进行了评价。此外,还利用服务区分析来评估与帕拉布汉拉图村每个村庄有关的目前疏散地点的服务区。根据这项研究的结果,大约57.33%的城镇可能受到海啸的影响。沿海最大的海啸高度预计在18到22米之间,到达时间为22分钟。从总共35个村庄中,我们确定帕拉布汉拉图村地区的两个村庄没有受到海啸的伤害。由于不是每个人都能及时到达疏散地点,因此本研究的结果表明需要额外的垂直疏散地点。
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引用次数: 0
GIS for Landslide Risk Assessment, Study Case Pengasih and Sentolo District, Kulon Progo, Indonesia 滑坡风险评估的GIS,研究案例Pengasih和Sentolo地区,Kulon Progo,印度尼西亚
Pub Date : 2023-04-16 DOI: 10.24815/ijdm.v6i1.30595
Thema Arrisaldi, P. Pratiknyo, W. Wilopo
Landslide is a natural phenomenon that often occurs as a disaster in Kulon Progo Region. This research is located in Pengasih and Sentolo District, Kulon Progo. The aim of the study is landslide risk mapping in the research area. The landslide risk map has 3 parameters, such as potential landslide condition, vulnerable situations, and community capacity to cope with the landslide disaster. Potential landslide obtained from Geographic Information System (GIS )overlay analysis using Analytical Hierarchy Process (AHP) consists of 4 sub-parameters: slope gradient (55.49%), geological condition (25.16%), stream density (9.67%), land use (9.67%). The vulnerability was obtained from 3 sub-parameters, such as economic vulnerability (33.33%), infrastructure vulnerability (33.34%), and population density (33.33%). The community capacity in the research area was obtained from The activity of the Region Disaster Management Authority (BPBD) of Kulon Progo to strengthen community awareness to cope with landslide disasters, such as socialization about landslides and simulation during an emergency landslide. The input in overlay analysis used GIS for the parameters are all sub-parameters from each parameter. Landslide risk map obtained from overlay analysis using GIS based on landslide potential map, vulnerability map, and capacity map. The result is that Pengasih and Sentolo Districts have low to moderate landslide risk conditions. Several landslides occur in each landslide risk zone.
滑坡是库仑普罗戈地区经常发生的自然灾害。本研究位于Kulon Progo的Pengasih和Sentolo区。研究的目的是在研究区进行滑坡危险性制图。滑坡风险图包含滑坡潜在条件、脆弱情况、社区应对滑坡灾害能力等3个参数。利用层次分析法(AHP)对地理信息系统(GIS)进行叠加分析得到的潜在滑坡由4个子参数组成:坡度(55.49%)、地质条件(25.16%)、水流密度(9.67%)、土地利用(9.67%)。脆弱性由经济脆弱性(33.33%)、基础设施脆弱性(33.34%)和人口密度(33.33%)3个子参数确定。研究区域的社区能力是从库隆普罗戈地区灾害管理局(BPBD)加强社区应对滑坡灾害意识的活动中获得的,如滑坡社会化和紧急滑坡模拟。利用GIS对参数进行叠加分析时,输入的都是每个参数的子参数。基于滑坡潜力图、脆弱性图和能力图,利用GIS叠加分析得到滑坡风险图。结果是,彭加西和森托洛地区具有低至中等滑坡风险条件。每个滑坡危险区都有若干滑坡发生。
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引用次数: 0
The Assessment of Occupational Safety and Health Risk Management on Construction Projects During the Covid-19 Pandemic 新冠肺炎疫情期间建设项目职业安全健康风险管理评价
Pub Date : 2023-04-01 DOI: 10.24815/ijdm.v6i1.30811
L. Lendra, Apria Brita Pandohop Gawei, Lelo Sintani, Delia Monica Afanda, Jermias Tjakra
The Covid-19 pandemic has weakened various business sectors, including the construction services business. This research aims to identify OHS risks in building construction projects during the Covid-19 pandemic, provide an assessment and provide control solutions for these risks. The research method begins with identifying risk factors and distributing risk assessment questionnaires to thirty building construction companies. Then determine the risk rating with the Relative Importance Index (RII) and the risk category using the AS/NZS 4360:2004 standard. The risk control questionnaire was finally distributed to three selected respondents, including a director, a project manager, and an OHS manager, all of whom have at least an undergraduate degree. Based on the analysis, it is found that there is a similarity in the ranking of risk factors from the calculation of the RII value and the AS/NZS 4360:2004 standard, indicating that there is a positive and significant relationship between these two methods. The top three risk factors based on RII are: Covid-19 spread, falling from a height, and being electrocuted. Based on the AS/NZS 4360:2004 standard, these three factors are considered high and moderate risk, while the risk control solutions are: comply with and implement health protocols, use PPE, strong/sturdy scaffolding, install safety nets, arranging safe electrical lines, conduct socialization, and educate workers about Covid-19.
新冠肺炎疫情削弱了包括建筑服务行业在内的各个行业。本研究旨在识别新冠肺炎大流行期间建筑施工项目的职业健康安全风险,并针对这些风险提供评估和控制方案。研究方法首先确定风险因素,并向30家建筑施工企业发放风险评估问卷。然后使用相对重要性指数(RII)确定风险等级,并使用AS/NZS 4360:2004标准确定风险类别。风险控制问卷最终被分发给三名被调查者,包括一名主管、一名项目经理和一名OHS经理,他们都至少有本科学历。通过分析发现,RII值的计算与AS/NZS 4360:2004标准对危险因素的排序有相似之处,说明这两种方法之间存在正相关关系。基于RII的前三大风险因素是:Covid-19传播、从高处坠落和触电。根据AS/NZS 4360:2004标准,这三个因素被认为是高风险和中度风险,而风险控制解决方案是:遵守和实施健康协议、使用个人防护装备、牢固/坚固的脚手架、安装安全网、安排安全电线、开展社交活动,并对工人进行Covid-19教育。
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引用次数: 1
Hazards Mitigation of Lahar Flows on Semeru Volcano after the 4 December 2021 Eruption Based on PS-InSAR 基于PS-InSAR的塞梅鲁火山2021年12月4日喷发后泥流危害缓解
Pub Date : 2023-03-20 DOI: 10.24815/ijdm.v5i3.29098
C. A. Perwita, Faridha Aprilia, S. Maryanto, Harun Arrasyid, Aqyla Farah Tsabitah
Volcanic eruption is one of the phenomena that can change the volcanic landscape drastically. Monitoring of volcanic edifices after eruptions should be considered to further understand the potential hazards in the future. Satellite monitoring is a reliable technique for assessing deformation in a volcano. InSAR was applied to detect material build-up after the eruption phase of Semeru Volcano in December 2022. As a consequence of the opening crater along with the InSAR result, a lahar product after the eruption was deposited in the southwest direction. Significant deformations were indicated by PS-InSAR near the crater, which was characterized by a LOS displacement of -10 to -40 mm/year, indicating scouring of the pyroclastic material moving down the slope.  The accumulation of pyroclastic flows from the abrading process below was detected in the proximal zone of Semeru, as shown by the positive LOS displacement ranging from 10 to 40 mm/year. The field survey conforms to the PS InSAR results, where unconsolidated material, ranging in size from gravel to boulders, piles up approximately 4-5 m in Curah Kobokan.  Highly unconsolidated material tends to move easily by water and threaten the surrounding settlements. Overlying PS InSAR and drainage pattern in the flank of Semeru, concluding several locations that have a high-risk potential of being affected by lahar flows are Curah Kobokan, Supiturang Village, Pronojiwo District, then Tulungrejo, Pasropan Village, Pasrujambe District, Lumajang Regency.
火山喷发是能彻底改变火山地貌的现象之一。应该考虑在火山爆发后对火山大厦进行监测,以进一步了解未来的潜在危害。卫星监测是评估火山变形的可靠技术。InSAR用于探测2022年12月塞梅鲁火山喷发阶段后的物质堆积。由于火山口的开放和InSAR的结果,火山喷发后的泥流产物沉积在西南方向。PS-InSAR在火山口附近显示了明显的变形,其特征是LOS位移为-10至-40 mm/年,表明火山碎屑物质沿着斜坡向下移动。在sememeru近端区域检测到来自下面研磨过程的火山碎屑流的积累,如图所示,正LOS位移范围为10至40 mm/年。现场调查结果与PS InSAR结果一致,在Curah Kobokan地区,从砾石到巨石等未固结材料堆积了约4-5米。高度松散的材料容易被水冲走,威胁到周围的定居点。在Semeru侧面的PS InSAR和排水模式上,总结出几个有可能受到泥流影响的高风险地点是Pronojiwo地区的Curah Kobokan, suiturang村,然后是Lumajang县的Pasrujambe地区的Tulungrejo, Pasropan村。
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引用次数: 0
Interior Modification of Residential Housing in Flood Prone Areas 洪水易发地区住宅的内部改造
Pub Date : 2023-02-21 DOI: 10.24815/ijdm.v5i3.28552
Zakiah Hidayati, Mafazah Noviana, Muhammad Fadzillah Rosyidi
For over two decades (1998, 2008, 2019), floods have occurred in Samarinda in various intensities and different areas. In Bengkuring, flooding has submerged houses for days since 2008. It happens for days with an average depth of 0.5-1 meter. Flooding can cause minor, moderate, and severe damage or destruction of homes, property, and community disorders. People whose homes are submerged by floods make some adaptations to mitigate. Some modifications are to create a small barrier in front of the house, raise the floor, and repair waterways. Safe space is crucial during floods, especially in a one-story house. This study aims to improve the form of adaptation in residential homes in flood-prone areas. Similarly, the objective is to modify the interior to create a safe space for goods and occupants. The method of data analysis is based on Space Syntax Analysis J-Graphs. Occasionally, J-Graphs can efficiently explain interior modifications, including the ratio and layer of safe spaces, the number of indoor and outdoor connecting rooms, and the ring configuration. Through the design approach and prototype demonstration, it is possible to install interior modifications by making mezzanine floors and utilizing the attic. Although most previous research on building adaptation focused on home construction, home interior modification promises advantages that will result in a more straightforward and workable project for the community's needs.
在过去的二十多年里(1998年、2008年、2019年),萨马林达发生了不同强度和不同地区的洪水。在孟加拉,自2008年以来,洪水已经淹没了好几天的房屋。这种现象持续数天,平均深度为0.5-1米。洪水可以造成轻微、中度和严重的破坏或破坏房屋、财产和社区混乱。房屋被洪水淹没的人们做出了一些适应措施来缓解洪水。一些修改是在房子前面创建一个小屏障,提高地板,修复水道。在洪水期间,安全的空间是至关重要的,尤其是在一层的房子里。本研究旨在改善洪水易发地区住宅的适应形式。同样,我们的目标是修改内部,为货物和居住者创造一个安全的空间。数据分析方法基于空间语法分析j图。偶尔,j - graph可以有效地解释内部的修改,包括安全空间的比例和层数,室内和室外连接房间的数量,以及环形配置。通过设计方法和原型演示,可以通过制作夹层和利用阁楼来安装内部修改。尽管之前大多数关于建筑适应性的研究都集中在住宅建筑上,但住宅内部改造有望带来更直接、更可行的项目,以满足社区的需求。
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引用次数: 0
Implementation of Town and School Watching for Disaster Education to the Communities in Sidomulyo Village, Pronojiwo, Lumajang 卢马江普罗诺吉沃西多穆利约村社区灾害教育的城镇和学校观察实施
Pub Date : 2023-01-02 DOI: 10.24815/ijdm.v5i2.29175
Alvira Galihputri Setyowati, S. Maryanto, Arga Nanda Aprilla, R. P. H. Sari, Naufal Helmi Ramadhani, N. Nurjannah
The eruption of Mount Semeru on December 4, 2021, caused a fairly high death toll of up to 50 people. The high number of fatalities is caused by the lack of mitigation capacity and the absence of community involvement in mitigation efforts. Increased mitigation capacity can be done by presenting disaster education to the communities. Thus, we applied the concepts of school watching and town watching in Pronojiwo District, Lumajang Regency. School watching was implemented in eight schools located at Sidomulyo Village. We also carried out town watching in Sidomulyo Village and brought out ±33 residents to the Sidomulyo village hall. The implementation of school watching and town watching in Pronojiwo District can increase community involvement in disaster mitigation efforts and public awareness of mitigation efforts.
2021年12月4日,塞梅鲁火山爆发,造成50人死亡。死亡人数高是由于缺乏缓解能力和社区没有参与缓解工作造成的。通过向社区提供灾害教育,可以提高减灾能力。因此,我们在卢马江县普罗诺吉沃区应用了学校监督和城镇监督的概念。在Sidomulyo村的八所学校实施了学校监督。我们还在西多穆利约村开展了城镇观摩活动,带领33名村民到西多穆利约村委会参观。在普罗诺吉沃区实施学校监督和城镇监督可以增加社区对减灾工作的参与,提高公众对减灾工作的认识。
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引用次数: 1
Student Vaccine Knowledge and Willingness to Receive Covid-19 Vaccines in School 学生疫苗知识和在学校接种Covid-19疫苗的意愿
Pub Date : 2022-12-10 DOI: 10.24815/ijdm.v5i2.27521
Jihan Zia ‘Ufairah, N. Nurdin
Vaccination against COVID-19 has become mandatory for all educational institutions in Indonesia. The vaccine can help instructors, education staff, and students prevent the spread of COVID-19 in schools. However, awareness and willingness to get the covid-19 vaccine may be influenced by their knowledge of vaccines and several other factors. For instance, the spread of rumors about vaccines makes people fear the vaccine's side effects and make them reluctant to get the covid-19 vaccine. This study aims to analyze the relationship between knowledge and willingness to obtain COVID-19 vaccination in high school students. The research method employed involved an initial observation, 122 students receiving questionnaires, and seven students being interviewed. Using the Spearman Rho correlation test, the data analysis was evaluated to identify the level of knowledge of attitudes and attitudes toward vaccination doses. The outcomes of the interviews were then described, followed by data analysis. The result shows that 117 (94.9%) of the 122 participants in this study had a good level of awareness, and 40 (32.8%) had a favorable attitude toward their willingness to get the vaccine. The Spearman correlation test revealed a significant correlation between attitudes and knowledge (r = 0.296, p-value = 0.001) as well as a positive correlation between attitudes and vaccination doses (r = 0.183, p-value = 0.044). It shows there is a considerable correlation between these two relationships. Finally, the study concluded a significant correlation between knowledge and willingness to get covid-19 vaccination in students of Private Senior High School (MAS) Ulumul Quran Banda Aceh.
针对COVID-19的疫苗接种已成为印度尼西亚所有教育机构的强制性规定。该疫苗可以帮助教师、教育人员和学生预防COVID-19在学校的传播。然而,接种covid-19疫苗的意识和意愿可能会受到疫苗知识和其他几个因素的影响。例如,关于疫苗的谣言的传播使人们害怕疫苗的副作用,使他们不愿接种covid-19疫苗。本研究旨在分析高中生COVID-19疫苗接种知识与意愿之间的关系。采用的研究方法包括初步观察,122名学生接受问卷调查,7名学生接受访谈。使用Spearman Rho相关检验,对数据分析进行评估,以确定对疫苗接种剂量的态度和态度的知识水平。然后对访谈结果进行描述,然后进行数据分析。结果显示,122名参与者中有117人(94.9%)对疫苗的知晓程度较好,40人(32.8%)对疫苗接种意愿持赞成态度。Spearman相关检验显示态度与疫苗接种知识之间存在显著相关(r = 0.296, p值= 0.001),态度与疫苗接种剂量之间存在正相关(r = 0.183, p值= 0.044)。这表明这两种关系之间存在相当大的相关性。最后,该研究得出结论,乌卢穆勒古兰经班达亚齐私立高中(MAS)学生接种covid-19疫苗的知识与意愿之间存在显著相关性。
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引用次数: 1
Where is the Force?: Mismatches and Contradictions with Post-Disaster Recovery and Rehabilitation Task Forces 原力在哪里?:与灾后恢复和重建工作队的不匹配和矛盾
Pub Date : 2022-10-13 DOI: 10.24815/ijdm.v5i2.26065
Aira Lynn Mariano Cunanan, Stacey Anne Martinez Panergo, Marian Leigh Coloma Pua, Shanley Carmela Reyes Sandoval, Amanda Sharmaine Ong Soliven
The Philippines frequently experiences natural disasters and occasionally man-made ones. As such, Republic Act No. 10121, also known as the Philippine Disaster Risk Reduction and Management Act of 2010, provides designated lead agencies to respond to different stages of disaster management. Despite this, the Philippine government has resorted to the creation of inter-agency task forces (IATFs) to deal with these disasters. These task forces were designed to expedite the implementation of rehabilitation programs and projects. However, in the cases of Task Force Yolanda and Task Force Bangon Marawi, the completion of such programs for typhoon Yolanda and Marawi siege affected areas has been delayed tremendously despite the presence of IATFs. Through an assessment on the effectiveness of the IATFs’ clusters using the multiple case study approach, this paper aims to determine whether or not IATFs were necessary for the recovery and rehabilitation phase of Typhoon Yolanda and the Marawi siege. Upon carrying out the assessment, the lack of timeliness and planning of rehabilitation programs, inconsistencies in the NEDA and OCD reports, insufficient community participation, and the mismatch of services and needs were observed. As such, this paper recommends the creation of criteria for the selection of task force leadership along with other measures that can increase the government’s transparency and accountability through periodical auditing and encourage community participation in rehabilitation initiatives.
菲律宾经常遭受自然灾害,偶尔也会发生人为灾害。因此,《第10121号共和国法》,也被称为《2010年菲律宾减少灾害风险和管理法》,规定指定领导机构应对灾害管理的不同阶段。尽管如此,菲律宾政府还是成立了机构间特别工作组(iatf)来应对这些灾难。这些工作队的目的是加快实施康复计划和项目。然而,在尤兰达特遣部队和班贡马拉维特遣部队的情况下,尽管有iatf的存在,但台风尤兰达和马拉维围困受影响地区的此类方案的完成却被大大推迟。通过使用多案例研究方法评估iatf集群的有效性,本文旨在确定iatf在台风“尤兰达”和马拉维围城的恢复和重建阶段是否必要。在进行评估后,发现康复项目缺乏及时性和计划性,NEDA和OCD报告不一致,社区参与不足,服务和需求不匹配。因此,本文建议为选择特别工作组领导制定标准,同时采取其他措施,通过定期审计提高政府的透明度和问责制,并鼓励社区参与康复计划。
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引用次数: 0
A Structural Review on Disaster Management Models and Their Contributions 灾害管理模型及其贡献的结构综述
Pub Date : 2022-10-05 DOI: 10.24815/ijdm.v5i2.27087
N. Alrehaili, Y. N. Almutairi, H. Alghamdi, Musaad S Almuthaybiri
This qualitative study aimed to undertake a critical examination of the models by thematic analysis to determine their contribution to disaster management. A review and analysis of the literature were used. The models were studied to explore their contribution to disaster management and to identify any significant constraints or challenges which could limit the ability of the models to carry out appropriate disaster risk reduction actions. The study found that such models are indispensable because they simplify and improve disaster management. Additionally, they may support planners, managers, and practitioners in reaching proper decisions, making them valuable and necessary decision-making support tools. The study also found that the four key phases of disaster management – mitigation, preparedness, response, and recovery – constitute the basis of the majority of models. The study also showed that each model has an advantage that distinguishes it from the other models. The findings also confirmed the doubts raised about the limitations and concerns associated with the models. Concerns included future disasters’ unpredictability, the models’ prescriptive nature, and the impact on businesses. The findings also indicated that certain planners, managers, and practitioners had a limited understanding of the use of models in disaster management. As such, they appear to have overlooked the use of models while dealing with disasters. Hence, the study recommends that the models should be employed in all disaster management phases. The study also recommends that the findings are utilized as a basis for further research into the potential use of disaster management models.
这项定性研究旨在通过专题分析对这些模型进行严格审查,以确定它们对灾害管理的贡献。对文献进行了回顾和分析。对这些模型进行了研究,以探索它们对灾害管理的贡献,并确定可能限制模型执行适当的减少灾害风险行动能力的任何重大制约或挑战。该研究发现,这些模型是必不可少的,因为它们简化并改善了灾害管理。此外,它们可以支持计划人员、管理人员和从业者做出正确的决策,使它们成为有价值和必要的决策支持工具。该研究还发现,灾害管理的四个关键阶段——减轻、备灾、响应和恢复——构成了大多数模型的基础。研究还表明,每个模型都有一个与其他模型不同的优势。研究结果还证实了人们对这些模型的局限性和担忧所提出的质疑。担忧包括未来灾难的不可预测性、模型的规定性以及对商业的影响。研究结果还表明,某些规划者、管理者和从业者对灾害管理中使用模型的理解有限。因此,他们在处理灾难时似乎忽视了模型的使用。因此,该研究建议在灾害管理的所有阶段都应采用这些模型。该研究还建议将这些发现作为进一步研究灾害管理模式的潜在用途的基础。
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引用次数: 2
Disaster Preparedness and Sensitivity Level among Higher Education Institution Students 高等院校学生备灾及敏感性水平
Pub Date : 2022-08-26 DOI: 10.24815/ijdm.v5i2.27150
L. Matunhay
Disaster preparedness is an important factor that plays a major role in diminishing the causalities in case of any disasters. In the Philippines, Davao Region also frequently experiences various disasters due to geological, morphological, and climate characteristics. Earthquakes, flooding, and landslides are the premise fields of these disasters. Furthermore, devastating earthquakes and floods that are seen as a result of global climate change shaved to significant loss of both life and property in the region. It is imperative to increase the knowledge and attitude of people regarding natural and man-made disasters in order to make them able to cope with their adverse effects. In this paper, an attempt has been made to access the knowledge, attitudes, and practices of college students in the region. Results revealed the need to highlight the need for disaster safety education among students. Descriptive statistics are used in the analysis and evaluation of the data. By revealing the level of awareness at the higher education level, the result of the study could be a potential basis for disaster mitigation education intervention that includes relevant topics on disaster preparedness and resiliency. Results revealed that an information source repertoire has to be strengthened and reconsidered to meet information insufficiencies and explore more structural factors to address the gap as it is evident in the result that the students who have taken disaster training are reported to have more positive opinions compared to those who have none. 
备灾是一个重要因素,在发生灾害时在减少伤亡方面起着重要作用。在菲律宾达沃地区,由于地质、地貌和气候的特点,也经常遭受各种灾害。地震、洪水和山体滑坡是这些灾害的前提领域。此外,毁灭性的地震和洪水被认为是全球气候变化的结果,给该地区造成了重大的生命和财产损失。必须提高人们对自然灾害和人为灾害的认识和态度,使他们能够应付灾害的不利影响。本文试图了解该地区大学生的知识、态度和实践。结果显示,有必要在学生中强调灾害安全教育的必要性。描述性统计用于数据的分析和评价。通过揭示高等教育层面的认识水平,研究结果可作为减灾教育干预的潜在基础,其中包括关于备灾和复原力的相关主题。结果显示,必须加强和重新考虑信息源库,以满足信息不足,并探索更多的结构性因素来解决差距,因为结果表明,接受过灾害培训的学生比没有接受过灾害培训的学生有更多的积极意见。
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引用次数: 1
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