• 제목/요약/키워드: Post-disaster

검색결과 240건 처리시간 0.029초

A Similarity Weight-based Method to Detect Damage Induced by a Tsunami

  • Jeon, Hyeong-Joo;Kim, Yong-Hyun;Kim, Yong-Il
    • 한국측량학회지
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    • 제34권4호
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    • pp.391-402
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    • 2016
  • Among the various remote sensing sensors compared to the electro-optical sensors, SAR (Synthetic Aperture Radar) is very suitable for assessing damaged areas induced by disaster events owing to its all-weather day and night acquisition capability and sensitivity to geometric variables. The conventional CD (Change Detection) method that uses two-date data is typically used for mapping damage over extensive areas in a short time, but because data from only two dates are used, the information used in the conventional CD is limited. In this paper, we propose a novel CD method that is extended to use data consisting of two pre-disaster SAR data and one post-disaster SAR data. The proposed CD method detects changes by using a similarity weight image derived from the neighborhood information of a pixel in the data from the three dates. We conducted an experiment using three single polarization ALOS PALSAR (Advanced Land Observing Satellite/Phased Array Type L-Band) data collected over Miyagi, Japan which was seriously damaged by the 2011 east Japan tsunami. The results demonstrated that the mapping accuracy for damaged areas can be improved by about 26% with an increase of the g-mean compared to the conventional CD method. These improved results prove the performance of our proposed CD method and show that the proposed CD method is more suitable than the conventional CD method for detecting damaged areas induced by disaster.

국가재난형 동·식물 조기경보시스템을 위한 IOT기반의 포렌식 정책 연구 (A Study on IoT based Forensic Policy for Early Warning System of Plant & Animal as A Subsystem of National Disaster Response and Management)

  • 정호진;박대우
    • 한국정보통신학회:학술대회논문집
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    • 한국정보통신학회 2014년도 춘계학술대회
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    • pp.295-298
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    • 2014
  • 2000년 이후 한국에서 기후변화(아열대성 및 잦은 이상기온) 및 농축산물 수입개방에 따른 국내 고병원성AI, 구제역, 가축질병 5회 발생으로 3조8천억원 피해와 기유입 확산되는 재선충의 10여년간 공적 방제비 2천383억원이 투입되었다. 또한 유입 가능성이 높은 흰개미 등의 외래식물해충으로 국가의 경제 사회적 피해와 영향이 증가되는 실정이다. 본 논문에서는 FTA확대에 따른 농식물로 인한 국가경제피해에 대한 대응 가능한 농업 농촌분야에 사물(IoT) 기반의 국가재난형 동 식물위성조기경보체계 운용전략에 대한 연구와 정책 수립을 연구한다. 또한 국가적 재난의 피해발생과 책임소재에 대한 정부의 피해보상 및 법 제도적인 책임 수행의 사전 증거자료 수집과 사후 보상 근거로서의 포렌식 기술이 포함된 정책이 적용되는 방법을 연구한다.

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도시인프라 구조물 건전성 통합 모니터링 시스템 (Integrated Health Monitoring System for Infra-Structure)

  • 주승환;서희석;이승재;김민수
    • 한국시뮬레이션학회논문지
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    • 제19권2호
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    • pp.147-155
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    • 2010
  • 우리나라를 둘러싼 동북아시아를 비롯하여 동남아시아의 도시에 이르기까지 지진, 태풍, 쓰나미 등의 환경재해가 빈발하고 있는 상황이다. 또한 최근 아이티, 칠레에서의 지진 발생뿐만 아니라 국내 수도권에서도 지진이 발생하여 자연재해에 대한 우려가 많아지고 있다. 현대의 건축물들은 다양한 자연재해로부터 취약할 수밖에 없으므로, 이를 최대한 빠르게 확인하여 경보하는 것만이 인명 및 재산의 피해를 최소화할 수 있는 방법이다. 본 연구에서는 구조물 건전성 진단을 위한 통합 모니터링 시스템에 대하여 소개한다. 통합모니터링 시스템을 웹페이지로 제작함으로써, 관리자는 인터넷이 되는 어디에서나 실시간으로 구조물의 상태를 확인할 수 있으며, PDA나 스마트폰과 같은 모바일 기기를 활용하여 실시간으로 통합 모니터링 시스템에 접근하여, 해당 구조물의 상태를 확인함으로써 피해 상황을 파악한다. 시설물 유지 관리자에게 건전성 유무를 판단할 자료를 실시간으로 제공하는 것은 조기대응으로 인한 현재의 피해를 최소화할 수 있으며, 추후 발생할 수 있는 추가적인 피해를 예방할 수 있는 장점이 있다.

Long-Term Wildfire Reconstruction: In Need of Focused and Dedicated Pre-Planning Efforts

  • Harris, William S.;Choi, Jin Ouk;Lim, Jaewon;Lee, Yong-Cheol
    • 국제학술발표논문집
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    • The 9th International Conference on Construction Engineering and Project Management
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    • pp.923-928
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    • 2022
  • Wildfire disasters in the United States impact lives and livelihoods by destroying private homes, businesses, community facilities, and infrastructure. Disaster victims suffer from damaged houses, inadequate shelters, inoperable civil infrastructure, and homelessness coupled with long-term recovery and reconstruction processes. Cities and their neighboring communities require an enormous commitment for a full recovery for as long as disaster recovery processes last. State, county, and municipal governments inherently have the responsibility to establish and provide governance and public services for the benefit and well being of community members. Municipal governments' comprehensive and emergency response plans are the artifacts of planning efforts that guide accomplishing those duties. Typically these plans include preparation and response to natural disasters, including wildfires. The standard wildfire planning includes and outlines (1) a wildfire hazard assessment, (2) response approaches to prevent human injury and minimize damage to physical property, and (3) near- and long-term recovery and reconstruction efforts. There is often a high level of detail in the assessment section, but the level of detail and specificity significantly lessons to general approaches in the long-term recovery subsection. This paper aims to document the extent of wildfire preparedness at the county level in general, focusing on the long-term recovery subsections of municipal plans. Based on the identified challenges, the researchers provide recommendations for better longer-term recovery and reconstruction opportunities: 1) building permit requirements, 2) exploration of the use of modular construction, 3) address through relief from legislative requirements, and 4) early, simple, funding, and the aid application process.

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재난지역에서의 신속한 건물 피해 정도 감지를 위한 딥러닝 모델의 정량 평가 (Quantitative Evaluations of Deep Learning Models for Rapid Building Damage Detection in Disaster Areas)

  • 서준호;양병윤
    • 한국측량학회지
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    • 제40권5호
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    • pp.381-391
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    • 2022
  • 본 연구는 AI 기법 중에 최근 널리 사용되고 있는 딥러닝 모델들을 비교하여 재난으로 인해 손상된 건물의 신속한 감지에 가장 적합한 모델을 선정하는 데 목적이 있다. 먼저, 신속한 객체감지에 적합한 1단계 기반 검출기 중 주요 딥러닝 모델인 SSD-512, RetinaNet, YOLOv3를 후보 모델로 선정하였다. 이 방법들은 1단계 기반 검출기 방식을 적용한 모델로서 객체 인식 분야에 널리 이용되고 있다. 이 모델들은 객체 인식 처리방식의 구조와 빠른 연산의 장점으로 인해 객체 인식 분야에 널리 사용되고 있으나 재난관리에서의 적용은 초기 단계에 머물러 있다. 본 연구에서는 피해감지에 가장 적합한 모델을 찾기 위해 다음과 같은 과정을 거쳤다. 먼저, 재난에 의한 건물의 피해 정도 감지를 위해 재난에 의해 손상된 건물로 구성된 xBD 데이터셋을 활용하여 초고해상도 위성영상을 훈련시켰다. 다음으로 모델 간의 성능을 비교·평가하기 위하여 모델의 감지 정확도와 이미지 처리속도를 정량적으로 분석하였다. 학습 결과, YOLOv3는 34.39%의 감지 정확도와 초당 46개의 이미지 처리속도를 기록하였다. RetinaNet은 YOLOv3보다 1.67% 높은 36.06%의 감지 정확도를 기록하였으나, 이미지 처리속도는 YOLOv3의 3분의 1에 그쳤다. SSD-512는 두 지표에서 모두 YOLOv3보다 낮은 수치를 보였다. 대규모 재난에 의해 발생한 피해 정보에 대한 신속하고 정밀한 수집은 재난 대응에 필수적이다. 따라서 본 연구를 통해 얻은 결과는 신속한 지리정보 취득이 요구되는 재난관리에 효과적으로 활용될 수 있을 것이라 기대한다.

Improved prestressed concrete girder with hybrid segments system

  • Yim, Hong Jae;Yang, Jun Mo;Kim, Jin Kook
    • Structural Engineering and Mechanics
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    • 제65권2호
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    • pp.183-190
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    • 2018
  • The prestressed concrete (PSC) technology that was first developed by Freyssinet has significantly improved over the past century in terms of materials and structural design in order to build longer, slender, and more economic structures. The application of prestressing method in structures, which is determined by the pre-tension or post-tension processes, is also affected by the surrounding conditions such as the construction site, workforce skills, and local transportation regulations. This study proposes a prestressed concrete girder design based on a hybrid segment concept. The adopted approach combines both pre-tension and post-tension methods along a simple span bridge girder. The girder was designed using newly developed 2400 MPa PS strands and 60 MPa high-strength concrete. The new concept and high strength materials allowed longer span, lower girder depth, less materials, and slender design without affecting the lateral stability of the girder. In order to validate the applicability of the proposed hybrid prestressed segments girder, a full-scale 35 m girder was fabricated, and experimental tests were performed under various fatigue and static loading conditions. The experimental results confirmed the feasibility of the proposed long-span girder as its performance meets the railway girder standards. In addition, the comparison between the measured load-displacement curve and the simulation results indicate that simulation analysis can predict the behavior of hybrid segments girders.

Distributed crack sensors featuring unique memory capability for post-earthquake condition assessment of RC structures

  • Chen, Genda;McDaniel, Ryan;Sun, Shishuang;Pommerenke, David;Drewniak, James
    • Smart Structures and Systems
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    • 제1권2호
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    • pp.141-158
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    • 2005
  • A new design of distributed crack sensors based on the topological change of transmission line cables is presented for the condition assessment of reinforced concrete (RC) structures during and immediately after an earthquake event. This study is primarily focused on the performance of cable sensors under dynamic loading, particularly a feature that allows for some "memory" of the crack history of an RC member. This feature enables the post-earthquake condition assessment of structural members such as RC columns, in which the earthquake-induced cracks are closed immediately after an earthquake event due to gravity loads, and are visually undetectable. Factors affecting the onset of the feature were investigated experimentally with small-scale RC beams under cyclic loading. Test results indicated that both crack width and the number of loading cycles were instrumental in the onset of the memory feature of cable sensors. Practical issues related to dynamic acquisition with the sensors are discussed. The sensors were proven to be fatigue resistant from shake table tests of RC columns. The sensors continued to show useful performance after the columns can no longer support additional loads.

COVID-19 완치자의 외상 후 성장 예측모형 (A Structural Equation Model for Posttraumatic Growth among Cured Patients with COVID-19)

  • 안수영;최희정
    • 대한간호학회지
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    • 제53권3호
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    • pp.309-323
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    • 2023
  • Purpose: This study aimed to develop and test a model for posttraumatic growth among cured patients with COVID-19. This model was based on Calhoun and Tedeschi's Posttraumatic Growth model and a literature review. Methods: The participants comprised 223 patients cured from COVID-19 who were ≥ 19 years of age. The data were collected through an online questionnaire from March 21 to 24, 2022. The assessment tools included the Impact of Event Scale: Revised Korean version, the Connor-Davidson Resilience Scale, the Distress Disclosure Index, the Multidimensional Scale of Perceived Social Support, the Korean version of the Event-related Rumination Inventory, and the Korean version of the Post-traumatic Growth Inventory. Data were analyzed using the IBM SPSS version 24.0 and IBM AMOS 26.0. Results: The modified model showed appropriate goodness of fit (χ2 = 369.90, χ2 /degree of freedom = 2.09, SRMR = .09, RMESA = .07, CFI = .94, TLI = .93). The post-traumatic growth of cured patients with COVID-19 was explained through distress perception, self-disclosure, and deliberate rumination, with the explanatory power being 70.0%. Conclusion: This study suggests preparing a disaster psychology program involving experts who can activate deliberate rumination is necessary. Further, this study may serve as basic data for developing a program to enhance the post-traumatic growth of patients cured from COVID-19.

Study of Quotations From Western Media in Disaster Report: Focusing on Covid-19 Outbreak

  • Hyun Ban
    • International Journal of Advanced Culture Technology
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    • 제12권2호
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    • pp.1-6
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    • 2024
  • The Covid 19 pandemic officially broke out in Jan 2020 and ended in Mar.2023, following the WHO, claiming 7 million lives. For the three years, while the world made concerted effort to fight against the deadly virus, South Korea was praised as a model country in that the country effectively contained the spread of the virus. Given this, the paper aims to figure out how South Korea's story was quoted by looking at six editorials in the New York Times and the Washington Post. For this aim, we have analyzed linguistic expressions within White (2003)'s appraisal theory and then conducted a key word frequency analysis. The analysis results as follows: first South Korea's story was quoted to criticize the U.S. government of its wrong management to the Covid-19, also giving some lessons to the world; second, both newspapers attribute the South Korea's success to its swift and rapid response to the pandemic; and third, the Washington Post showed more positive attitude to South Korea than the New York Times by quoting the country's success more frequently with more positive words in evaluating the country's responses to the pandemic while both newspapers showed negative attitudes to the U.S. government to the issue. Thus, it can be concluded that linguistic expressions in quotations are effectively used in showing the newspapers' attitude toward South Korea and the U.S.

소방공무원 근무환경에 대한 안전보건 의식 연구 (A Study on the Safety and Health Consciousness for the Working Environment of Fire Fighter)

  • 이종호;김요한
    • 한국안전학회지
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    • 제30권1호
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    • pp.137-143
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    • 2015
  • Fire fighter are exposed to the situations which are hard to predict due to continuous and accidental changes which hinder their fire fighting activity. As these threats of safety accident act as fear factors, they are doing insecure fire fighting activities. Therefore, as unclear and abnormal risks of working environment such as the riskiness of expansion of disaster, instability, obstacles of activities, abnormality, urgency, etc. increase, safety accidents are caused. This study analyzes the actual condition of safety and health and awareness of fire fighter who are exposed safety accidents during their fire fighting activities and utilize such result as the basis data to secure safety of fire fighter, keep efficient safety control and prevent accidents. The results of analysis are as follows. As rescue works among all fire-fighting works shows the highest emotional stabilization and the highest post-traumatic stress disorder is shown in fire sergeant level positions, and fire fighters whose working period is 10-15 years, reinforcing safety training to long-term workers is necessary. As the result of survey regarding safety awareness, the highest awareness level was shown in fire sergeant level positions, and fire fighters whose working period is over 20 years, and when it comes to operation of fire fighting equipments, fire-fighting workers and workers having 1-4 years of working period showed high safety awareness. The more serious injury in a fire fighter experienced as the first injury after working as a fire-fighter, the more cause-and-effect relationship was shown between personal physical condition and work, and it is shown as obstacles of fire fighting activities and affects to post-traumatic stress disorder. Moreover, as after-work off duty activities also affect to official disaster, systematic improvement of working environment is required. Occupational medical work compatibility evaluation considering the distinct characteristics of works to secure fire-fighter' health care together with fire-fighting capability is shown to be necessary.