• Title/Summary/Keyword: Risk Estimation

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CASE Study: Policy implications of HAZUS analysis

  • Kim, Yong-Gyun
    • Magazine of the Korean Society of Hazard Mitigation
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    • v.8 no.1
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    • pp.48-52
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    • 2008
  • 대형태풍 카트리나가 준 주요 교훈 중의 하나는, 위험도 분석에 기반한 종합적인 재해경감 프로그램의 중요성이다. 미국에서는 이를 위해 다양한 위험도 분석(risk analysis) 프로그램 개발에 노력해 왔다. HAZUS(Hazarda-US) 프로그램은 대표적인 자연재해 예측 시스템으로서, 위험요인 파악(hazard identification), 지역사회의 취약성 분석(vulnerability of the society), 그리고 피해결과예측(loss estimation)의 세 가지 요소로 구성된다. 1992년 지진을 대상으로 개발된 이 프로그램은 현재, 지진 홍수 허리케인 윈드에 대해 피해예측을 할 수 있는 HAZUS-MH MR3가 사용 중에 있다. FEMA에서는 주정부에서 HAZUS를 활용, 피해 예측에 기반한 재해경감 정책을 추진할 수 있도록 다양한 재정적 기술적 지원을 하고 있다. 이에 따라, 2004년 머릴랜드 주에서는 미국 최초로 주 전역에 걸친 홍수피해 예측을 실히하고 이를 바탕으로 다양한 경감정책을 추진하였다. 머릴랜드 주정부에서 Salisbury 대학에 의뢰하여 수행한 홍수 피해 예측 과정은, 조사구역 및 위험요인(홍수) 결정, 사용 데이터 확정, 수문학적 분석, 수리학적 분석, 피해예측(건물 용도별 피해면적, 건물 용도별 피해액, 건물 재질별 피해면적, 건물 재질별 피해액, 지역의 경제학적 피해)의 과정으로 수행되었다. 홍수피해 예측 결과, 100년 빈도 홍수가 재현될 경우, 주 전체 면적 중 13%이상의 지역에서 약 80조 이상의 피해액이 예측됨에 따라, 종합적인 재해경감 대책의 필용성이 제기되었다. 이에 따라, 머릴랜드 주정부에서는 홍수피해예측 결과를 토대로, 주정부 재해경감 예산 재분배, 홍수터 보호, 건물규제 강화, 토지이용계획 재조정 등 보다 과학적이고 종합적인 재해경감 프로그램을 추진하였다. 머릴랜드 주정부의 이번 연구는 주정부로서는 최초로 HAZUS를 활용하여 주 전역에 걸친 피해예측을 실시한 것으로서, 피해예측 시스템이 어떻게 주정부의 과학적 피해경감 프로그램에 기여할 수 있는 지를 보여주는 사례이다.

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Estimation of Carbonation and Service Life of Box Culvert for Power Transmission Line (박스형 전력구의 콘크리트 탄산화에 의한 잔존수명 예측)

  • Woo, Sang Kyun;Lee, Yun;Yi, Seong Tae
    • Journal of the Korea institute for structural maintenance and inspection
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    • v.16 no.4
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    • pp.116-121
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    • 2012
  • The construction of underground structures such as box culverts for electric power transmission is increasing more and more, and the life extension of these structures is very important. Carbonation-induced corrosion in concrete may often occur in a high carbon dioxide environment. In this study, the risk of carbonation of two concrete box culverts in an urban area was evaluated by measuring the carbonation rate and concrete cover depth. Then, the carbonation-free service life at the depth of the steel was calculated, based on in situ information, by the Monte Carlo simulation. The service life of box culvert due to carbonation was estimated over 250 years via Monte Carlo simulation.

Probabilistic Estimation of Service Life of Box Culvert for Power Transmission Considering Carbonation and Crack Effect (탄산화와 균열을 고려한 전력구 콘크리트 구조물의 확률론적 수명 예측)

  • Woo, Sang-Kyun;Lee, Yun
    • Journal of the Korea institute for structural maintenance and inspection
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    • v.18 no.6
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    • pp.30-40
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    • 2014
  • The demand of underground structure such as box culvert for electric power transmission is increasing more and more, and the service life extension of these structures is very important. Recent observations in field and experimental evidences show that even steel in concrete can be corroded by carbonation reaction of cover concrete. Carbonation-induced corrosion in concrete may often occur in a high carbon dioxide environment. In this study, the risk of carbonation of box culverts in our nation was evaluated by measuring the carbonation rate and concrete cover depth in field. Then, the service life due to carbonation at the cover depth was calculated by in situ information and the Monte Carlo simulation in a probabilistic way. Additionally, the accelerated carbonation test for the cracked beam specimen was executed and the crack effect owing to the carbonation process on the service life of box culvert was numerically investigated via Monte Carlo simulation based on the experimental results.

Estimating the Socioeconomic Costs of Child Poverty (아동 빈곤의 사회경제적 비용 추계)

  • Kim, Soo Jung;Chung, Ick-Joong
    • Korean Journal of Social Welfare
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    • v.69 no.3
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    • pp.9-33
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    • 2017
  • This study estimated the socioeconomic costs of child poverty. Based on previous studies, the present study organized component categories for direct and indirect costs of child poverty, and estimated the cost of each category in 2015 through the collection of existing data and Delphi survey techniques among experts. The total socioeconomic costs of child poverty were compared to Korea's GDP. The results of this study were as follows. First, the socioeconomic costs of child poverty in Korea in 2015 ranged from 55 trillion KW(3.5% of GDP) to 99 trillion KW(6.5% of GDP). Second, the indirect socioeconomic costs of child poverty are much higher than the direct costs. Third, among the total cost categories, costs related to productivity loss and unemployment accounted for the largest portion of both the socioeconomic costs based upon absolute poverty and relative poverty. Crime costs are the second largest. Based on these results, we discussed the importance of early intervention for children in poverty; implementation of two-generation program that intervenes simultaneously with parents and children; and long-term, continuous and integrated intervention for high-risk groups such as poor children.

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Estimation of Dynamic Characteristics of Core Zone of Rockfill Dam by Multi-channel Analysis of Surface Waves (MASW 조사를 통한 사력댐 코어존 동적물성의 평가)

  • Lee, Jong-Wook;Ha, Ik-Soo;Oh, Byung-Hyun
    • Proceedings of the Korean Geotechical Society Conference
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    • 2008.10a
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    • pp.860-868
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    • 2008
  • Seismic safety analysis of rockfill dams are consist of the stability analysis as an simplifed method and the dynamic analysis as an detailed method. When high risk dams such as Multi-purpose dams were often applied detailed method by dynamic analysis, dynamic properties of dam materials such as shear modulus are considered as most important factor. Dynamic material properties such as shear modulus had to be investigated by cyclic triaxial test et al. during design and construction stage but these were not conducted because of the condition of domestic seismic design technique. MASW and SASW methods had been applied as a non destructive method to investigate dynamic material properties of existing rockfill dam, has no problems in dam safety at present. These methods were usually performed under the assumptions that the subsurface can be described horizontally homogeneous and isotropic layers. Recent studies(Marwin, 1993, Kim, 2001) showed that surface waves generated through inclined structures have different characteristics from those through a horizontally homogeneous layered model. further Kim et al(2005) and Min and Kim(2006) showed that central core type rockfill dam overestimated the shear wave velocities as increasing the depth through the 3D numerical modelling dut to the effect of outer rockfill and geometrical reasons In this study the results of shear wave velocities of seven rockfill dams form comprehensive facility review, was carried out from 2003 to 2007, were collected and analysed to establish the shear wave velocity distribution characteristics in increasing confining stress in rockfill dams and surface wave velocity ranges in rockfill dam through MASW and the limitation in application are discussed to be utilized as an reference value for dynamic analysis.

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Effect of Near- and Far-Fault Earthquakes for Seismic Fragility Curves of PSC Box Girder Bridges (PSC 상자형교의 지진취약도 곡선에 대한 근거리 및 원거리 지진의 영향)

  • Jin, He-Shou;Song, Jong-Keol
    • Journal of the Earthquake Engineering Society of Korea
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    • v.14 no.5
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    • pp.53-64
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    • 2010
  • Seismic fragility curves of structures represent the probability of exceeding the prescribed structural damage state for a given various levels of ground motion intensity, such as peak ground acceleration (PGA). This means that seismic fragility curves are essential to the evaluation of structural seismic performance and assessments of risk. Most of existing studies have not considered the near- and far-fault earthquake effect on the seismic fragility curves. In order to evaluate the effect of near- and far-fault earthquakes, seismic fragility curves for PSC box girder bridges subjected to near- and far-fault earthquakes are calculated and compared. The seismic fragility curves are strongly dependent on the earthquake characteristics such as fault distance. This paper suggests that the effect of near- and far-fault earthquakes on seismic fragility curves of PSC box girder bridge structure should be considered.

Seismic risk estimation of the Kirikkale province through street survey based rapid assessment method (SSRA)

  • Sonmezer, Yetis Bulent;Bas, Selcuk;Akbas, Sami Oguzhan
    • Earthquakes and Structures
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    • v.14 no.6
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    • pp.615-626
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    • 2018
  • The seismic vulnerability of Turkey is relatively high due to its active fault systems with potential to create destructive earthquakes. Thus, reducing the loss of life and property, the number of the earthquake-prone buildings and their retrofit requirements are considerably significant key issues under the scenario earthquakes. The street survey based rapid assessment (SSRA) method can be considered as a powerful tool to determine the seismic vulnerability of building stock of an earthquake-prone city/state. In this study, the seismic vulnerability of the building stock of the Kirikkale province in Turkey is aimed to be estimated adopting the street survey based rapid assessment method (SSRA). For this purpose, central 2074 existing reinforced concrete (R/C) buildings were structurally surveyed with rapid visual site screening and disadvantages such as, the existence of short-column, soft-story, heavy overhangs, pounding effect and local soil conditions were determined for obtaining the structural performance score of each. The results obtained from the study demonstrate that 11-25% of the surveyed buildings in the study region needs to be investigated through more advanced assessment methods. Besides, higher correlation between increasing story number and unsafe/safe building ratio is obtained for the buildings with soft-story parameter than that for those with heavy overhangs and short-column parameters. The conformity of the results of the current study with the previous documented cases of rapid assessment efforts in the recent earthquakes in Turkey shows that the SSRA method for the Kirikkale province performed well, and thus this methodology can be reliably used for similar settlement areas.

The Relationship between Smartphone Use and Oral Health in Adolescents

  • Ahn, Eunsuk;Han, Ji-Hyoung
    • Journal of dental hygiene science
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    • v.20 no.1
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    • pp.44-50
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    • 2020
  • Background: Smartphones are a modern necessity. While they are convenient to use, smartphones also have side effects such as addiction. This study assessed the relationship between smartphone use, a part of everyday life in modern society, and oral health. Methods: An analysis was conducted using 2017 Korea Youth Risk Behavior Web-based Survey data. The propensity score estimation algorithm used logistic regression and 1:1 matching algorithm using nearest-neighbor matching. After matching, a total of 15,032 participants were classified into two groups containing 7,516 teenagers each who did and did not use smartphones, respectively. Results: Comparison of oral health behaviors according to smartphone use revealed a statistically significant difference in the frequency of tooth brushing per day, use of oral hygiene products, intake of foods harmful to oral health, and experience of oral health education (p<0.05). The factors affecting oral pain experience of adolescents were examined. Compared to male participants, female participants had an odds ratio of 1.627 for oral pain (p<0.05). According to the household income level, compared to the group with higher income, the group with lower income showed higher oral pain experience (p<0.05). Oral pain experience was 1.601 times more frequent among teenagers using smartphones (p<0.05). Conclusion: The results of this study indicated that use of smartphones by adolescents affected their oral health. These findings indicate the need for improved oral health management through the use of effective school oral health programs and individual counseling by oral health professionals, promotion of information dissemination through public media, and development of prevention strategies.

An estimation of implied volatility for KOSPI200 option (KOSPI200 옵션의 내재변동성 추정)

  • Choi, Jieun;Lee, Jang Taek
    • Journal of the Korean Data and Information Science Society
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    • v.25 no.3
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    • pp.513-522
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    • 2014
  • Using the assumption that the price of a stock follows a geometric Brownian motion with constant volatility, Black and Scholes (BS) derived a formula that gives the price of a European call option on the stock as a function of the stock price, the strike price, the time to maturity, the risk-free interest rate, the dividend rate paid by the stock, and the volatility of the stock's return. However, implied volatilities of BS method tend to depend on the stock prices and the time to maturity in practice. To address this shortcoming, we estimate the implied volatility function as a function of the strike priceand the time to maturity for data consisting of the daily prices for KOSPI200 call options from January 2007 to May 2009 using support vector regression (SVR), the multiple additive regression trees (MART) algorithm, and ordinary least squaress (OLS) regression. In conclusion, use of MART or SVR in the BS pricing model reduced both RMSE and MAE, compared to the OLS-based BS pricing model.

Service Life Prediction and Cost Estimation of Repaired Concrete Structures Under Marine Environment (염해 환경 하 보수된 콘크리트 구조물의 사용수명 예측 및 보수 비용 평가)

  • Shim, Hyun Bo;Ann, Ki Yong
    • Journal of the Korea institute for structural maintenance and inspection
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    • v.15 no.1
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    • pp.226-234
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    • 2011
  • The service life of concrete structures exposed to a marine environment can be extended by controlling the amount of chloride in cover concrete. Patching is one of the appropriate maintenance techniques for chloride contamination. Chloride-contaminated cover concrete is removed and replaced with sound one. It can provide less risk of corrosion of steel, so that the structure can be maintained for required service life. In this study, a quantitative assessment of the service life subjected to the chloride attack is proposed to determine the effective repair options such as repair depth, repair material and timing of repair. The Crank-Nicolson based finite difference formulation from Fick's second law is proposed to predict the profiles of chloride ion in a repaired concrete structure, considering ingress of chloride from outer and redistribution of residual chloride from the substrate concrete. Therefore, the repair application times and maintenance cost for the target service life can be estimated. Finally, the numerical examples are presented to ensure its applicability.