• Title/Summary/Keyword: weighting factors

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GIS- Based Predictive Model for Measure of Environmental Pollutant (GIS를 이용한 환경오염의 예측 모델)

  • Lee, Ja-Won
    • Journal of the Korean association of regional geographers
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    • v.14 no.2
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    • pp.114-125
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    • 2008
  • Colored dissolved organic matter(CDOM) is an important component of ocean color that can be used as an invaluable tool in water quality and ocean color studies. With the largest source of coastal CDOM appearing to be from freshwater discharge into the ocean, coastal predictive models will do much to refine our knowledge about major processes that control CDOM distributions in coastal waters and provide a better insight into the global carbon cycle. This study aims at developing a GIS-based watershed-scale predictive model of CDOM distributions in Neponset river watersheds that can be used to appraise our understanding of CDOM sources and distributions in coastal waters and predict the response of CDOM concentration to changes in land use patterns. Weighting factors are developed for CDOM freshwater sources after extensive groundtruthing from various landuse types in the watershed. This model makes use of a publicly available DEM(Digital elevation model) as the base data for analysis. Stream networks, discharge, and land use data are used from public repositories while sub- watershed delineation, pour-points, and land use parcels are generated using Spatial Analysis of ArcGIS 9.2 to estimate the CDOM loading from various sources to the lower tributaries of rivers. The Neponset Watershed in eastern Massachusetts is selected as the site for development of the model.

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Study on the GIS Based Environmental Assesment Techniques for Environmental Friendly Road Route Plan (환경친화적인 도로노선 계획을 위한 GIS 기반 환경성 평가기법 연구 - 도로노선대 선정방법 개발 -)

  • Kang, Ho-Geun;Park, Tae-Kwen;Kim, Heung-Lae;Kim, Sang-Tae;Lee, Sang-Eun
    • Journal of Korean Society of Environmental Engineers
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    • v.31 no.3
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    • pp.223-231
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    • 2009
  • This study intends to develop a GIS-based environmental assesment technique for environmental friendly road route plan using a spatial analysis function. After embodying an impact range based on the analysis of factors which cause the environmental damage by the road construction, a literature survey on a diverse grading cases and legal regulations was conducted. As a quantitative model for the spatial analysis, AHP was selected. As the environmental assessment, 8 items such as topography & geology, animals & plants, soil ecology, water quality, air quality, noise, land use, and landscape were selected. and then finally classified into three-grades using a pairwise comparison of the alate collected by a questionnaire surveying, weighting values were applied to there 8 items. The highest weight value, the grade 1 among eight was 0.191 for animals & plants. As the result of verifying the above method for the case region, the most environment-friendly road route could be generated.

Estimation of SOA Weighting Factors for Radar Rainfall Adjustment and Evaluation of Hydrologic Accuracy (레이더강우 보정을 위한 SOA방법의 가중치 산정 및 수문학적 정확성 평가)

  • Noh, Hui-Seong;Kang, Na-Rae;Shin, Hyun-Seok;Kim, Byung-Sik;Kim, Hung-Soo
    • Proceedings of the Korea Water Resources Association Conference
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    • 2012.05a
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    • pp.155-155
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    • 2012
  • 최근 집중호우에 따른 자연재해가 크게 증가하여 수문 및 기상분야에서 강우를 관측 및 예측하기 위한 레이더 활용성이 증대되고 있으며, 이에 따라 정부 각 관련부처에서는 레이더의 도입 및 확충을 위한 방안을 계획 제시하고 있다. 특히, 레이더강우 자료는 수문해석분야에서의 GIS 등 디지털정보를 이용하여 유역매개변수를 추정함에 따라 더 정확하고 상세한 수문자료 확보가 가능하게 되어, 격자기반의 분포형 강우-유출모형 등을 이용하여 수문해석을 하는데 있어 그 활용성이 크게 증가하고 있다. 그러나 레이더강우 자료의 정확성은 아직까지 만족할 만한 수준에 이르지 못하고 있기 때문에, 그 불확실성으로 인하여 레이더강우 자료의 활용 및 적용에 한계를 가지고 있는 실정이다. 본 연구에서는 지상강우를 이용한 레이더강우 보정을 위하여 SOA(Statistical Objective Analysis)보정방법을 이용하였으며, 기존 SOA방법에서의 거리에 따른 가중치($_{kd}$)와 함께 지형(고도)에 따른 가중치($W_{ike}$), 바람의 영향에 따른 가중치($W_{ikw}$)를 추가로 산정하여 적용하였으며, 이를 통하여 보정된 강우장을 생성하였다. SOA방법을 통해 생성된 강우장이 어느 정도의 강우정확도를 가지고 강우분포를 재현하는지 검증하기 위하여 2011년 7~9월의 수문학적 분석에 활용 가능한 강우사상과 낙동강유역을 대상으로, 분포형모형인 $Vflo^{TM}$ 모형을 이용하여 산정된 유출량과 관측 유출량과의 비교를 실시하였다. 또한, 유출량에 대한 오차 및 ME(Model Efficiency)를 통해 레이더강우 자료의 유출모형에서의 효율성을 검토하고자 하였다. 본 연구에서 수행된 보정 강우장에 따른 유출량 비교를 통해 레이더 강우의 정확도에 대한 정량적 평가 방법 도출이 가능할 것으로 판단된다.

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A speed controller design for low speed marine diesel engine by the $\mu$-synthesis ($\mu$-설계법에 의한 저속 박용디젤기관의 속도제어기 설계)

  • 정병건;양주호;김창화
    • Journal of Advanced Marine Engineering and Technology
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    • v.19 no.1
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    • pp.60-70
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    • 1995
  • In the field of marine transportation the energy saving is one of the most important factors for profit. In order to reduce the fuel oil consumption the ship's propulsion efficiency must be increased as much as possible. The propulsion efficiency depends upon a combination of an engine and a propeller. The propeller has better efficiency as lower rotational speed. This situation led the engine manufacturers to design the engine that has lower speed, longer stroke and a small number of cylinders. Consequently the variation of rotational torque became larger than before because of the longer delay-time in the fuel oil injection process and an increased output per cylinder. As this new trends the conventional mechanical-hydrualic governors for engine speed control have been replaced by digital speed controllers which adopted the PID control or the optimal control algorithm. But these control algorithms have not enough robustness to suppress the variation of the delay-time and the parameter pertubation. In this paper we consider the delay-time and the perturbation of engine parameters as the modeling uncetainties. Next we design the controller which has zero offset in steady state engine speed, based on the two-degree-of-freedom control theory and $\mu$-synthesis. Thd validity of the controller is investigated through the response simulation. We use a personal computer and an analog computer as the digital controller and the engine (plant) part respectively. And, we certify that the designed controller maintains its performance even though the engine parameters may vary.

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Prioritizing the Importance of the Factors Related to the Vulnerability of Agricultural Water Resources and Infra-structures to Climate Change (농어촌용수 및 농업생산기반시설에 대한 기후변화 취약성 관련인자 중요도 평가)

  • Choi, Youngwan;Jang, Min-Won;Bae, Seung-Jong;Jung, Kyung-Hun;Hwang, Syewoon
    • Journal of Korean Society of Rural Planning
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    • v.25 no.1
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    • pp.75-87
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    • 2019
  • As the impacts of climate change have been emerged all the way through society, the potential risks specifically on agricultural water and facilities are recently getting concerned. Evaluating vulnerability of agriculture to climate change on is a time-tested strategy. While a number of researches on the adaption and mitigation of climate change were performed in various aspects for sustainable agricultural production, the vulnerability of management system for agricultural water and infrastructure has not been investigated yet. This study is aimed to clarify the definition of vulnerability to climate change, find the major indicators able to presume the vulnerability, and finally determine the relative importance of the indicators based on the specialist questionnaire survey and its analyses. The lists of indicators for major parts of agricultural water management such as, water use, flood control, reservoir related issues, and pumping and drainage systems are initialized referring to the related precedent studies. The primary survey was conducted in the form of Delphi to complement the list and methods and the main survey was then conducted using AHP(Analytic Hierarchy Process) technique to quantitatively prioritize the indicators. The results derived in this study would be directly adopted in weighting importance of indicators to investigate the indicator-based vulnerability analysis to climate change in agricultural water and infrastructure management.

Cost Analysis for the Reformation of CCTV Transmission Systems (CCTV 전송방식 전환에 따른 비용 분석)

  • Lee, Dong-Su
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.23 no.6
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    • pp.748-755
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    • 2019
  • CCTV Systems have been operated in the variety of serveillance fields of the apartment, transportation, safety, physical security, and so on. And their uses are largely increasing as the CCTV transmission technology has been changed from analog to IP network way. Domestic industry has been working to upgrade from analog CCTV systems to High-Definition(HD) CCTV systems for recent years, which involves a few issues such as mixing with several transmission technologies and duplicated investment in each area because the technological analysis and criteria are specifically not arranged. This paper examines the technical issues of the transmission method between HD analog and HD IP CCTV systems, and induces the criteria of the cost analysis and its weighting factors for HD CCTV reformation. By simulating the cost analysis results of both the HD CCTV systems on apartment environment, this paper proposes the reference for the choice of HD CCTV system reformation.

Estimation of Weight Parameters for Small Fishing Vessels in Accordance with Loading Conditions (소형 어선의 재화상태를 고려한 중량 정보 추정 기법)

  • Kim, Dong Jin;Yeo, Dong Jin
    • Journal of Navigation and Port Research
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    • v.43 no.1
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    • pp.16-22
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    • 2019
  • This study proposed estimation methods for weight and center of gravity of small fishing vessels. Weights loaded on small fishing vessels were divided into fixed weights such as crew, fishing gear, and variable weights such as fuel, fresh water, provision, bait, and fish. Based on statistical analyses with weight data of several small fishing vessels, weight, longitudinal center of gravity (LCG), vertical center of gravity (KG) of each item were represented as linear functions of vessel gross tonnage. In addition, weighting factors of variable weights were added on estimation formulas in accordance with vessel loading conditions, e.g. full load departure condition. Estimation methods were verified using actual small fishing vessel data.

Rational Building Energy Assessment using Global Sensitivity Analysis (전역 민감도 분석을 이용한 건물 에너지 성능평가의 합리적 개선)

  • Yoo, Young-Seo;Yi, Dong-Hyuk;Kim, Sun-Sook;Park, Cheol-Soo
    • Journal of the Architectural Institute of Korea Structure & Construction
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    • v.36 no.5
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    • pp.177-185
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    • 2020
  • The building energy performance indicator, called Energy Performance Index (EPI), has been used for the past decades in South Korea. It has a list of design variables assigned with weighting factors (a, b). Unfortunately, the current EPI method is not performance-based but very close to a prescriptive rating. With this in mind, this study aims to propose a new performance-based EPI method. For this purpose, a global sensitivity analysis method, Sobol, is employed. The Sobol method is suitable for complex nonlinear models and can decompose all the output variance due to every input. The Sobol sensitivity index of each variable is defined as 0 to 1 (0 to 100%), and the sum of all sensitivity indices is equal to 1 (100%). In this study, an office building was modeled using EnergyPlus and then the Latin Hypercube Sampling (LHS) was conducted to generate a surrogate model to EnergyPlus. The sensitivity index was suggested to replace weight (a) in the existing EPI. In addition, the discrete weight (b) in the existing EPI was replaced by a set of continuous regression functions. Due to the introduction of the sensitivity index and the continuous regression functions, the new proposed approach can provide far more accurate outcome than the existing EPI (R2: 0.83 vs. R2: 0.01 for cooling, R2: 0.66 vs. R2: 0.01 for total energy). The new proposed approach proves to be more rational, objective and performance-based than the existing EPI method.

Analysis of Prevalence of Anemia according to Severity of Atopic Dermatitis (아토피 피부염 심각도에 따른 빈혈 유병률 비교 분석)

  • Yun, Dai;Chang, Ji-Eun;Rhew, Kiyon
    • Korean Journal of Clinical Pharmacy
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    • v.30 no.4
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    • pp.264-269
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    • 2020
  • Background: Inflammatory diseases can increase the prevalence of anemia. Recent studies confirmed that the prevalence of anemia is increased by atopic dermatitis (AD), a chronic inflammatory disease. Therefore, we aimed to elucidate the correlation between AD severity and prevalence of anemia. Methods: We used data of pediatric patients from the Health Insurance Review and Assessment Service (HIRA-PPS-2016). We included pediatric patients (<18 years) with AD diagnosis who were prescribed medications for AD. We applied a propensity score method with inverse probability of treatment weighting (IPTW) adjusting for differences in prevalence of confounders and performed IPTW logistic regression to evaluate associations between the anemia and severity of AD. Results: In total, 91,501 patients (mild AD: 47,054 patients; moderate-to-severe AD: 44,447 patients) <18 years who were prescribed drugs for AD were analyzed. Analysis of the probability of patients with mild AD and prevalence of anemia as a reference revealed an odds ratio (OR) of 1.159 (95% CI, 1.109-1.212; p<0.001) in moderate-to-severe AD patients, indicating a correlation between anemia prevalence and AD severity. Subgroup analysis according to gender, age group, and type of health insurance revealed there was an association between AD severity and anemia except in patients equal or older than 7 years. Conclusion: The prevalence of anemia increased with AD severity despite adjusting for confounding factors. Our results support the hypothesis that AD can cause anemia, and anemia prevalence could be increased in severe AD patients. Further studies are needed to establish a pathological basis.

DALY Estimation Approaches: Understanding and Using the Incidence-based Approach and the Prevalence-based Approach

  • Kim, Young-Eun;Jung, Yoon-Sun;Ock, Minsu;Yoon, Seok-Jun
    • Journal of Preventive Medicine and Public Health
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    • v.55 no.1
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    • pp.10-18
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    • 2022
  • Disability-adjusted life-year (DALY) estimates may vary according to factors such as the standard life expectancy, age weighting, time preference and discount rate, calculation of disability weights, and selection of the estimation method. DALY estimation methods are divided into the following 3 approaches: the incidence-based approach, the pure prevalence-based approach, and the hybrid approach. These 3 DALY estimation approaches each reflect different perspectives on the burden of disease using unique characteristics, based on which the selection of a suitable approach may vary by the purpose of the study. The Global Burden of Disease studies, which previously estimated DALYs using the incidence-based approach, switched to using the hybrid approach in 2010, while the National Burden of Disease studies in Korea still mainly apply the incidence-based approach. In order to increase comparability with other international burden of disease studies, more DALY studies using the prevalence-based approach need to be conducted in Korea. However, with the limitations of the hybrid approach in mind, it is necessary to conduct more research using a disease classification system suitable for Korea. Furthermore, more detailed and valid data sources should be established before conducting studies using a broader variety of DALY estimation approaches. This review study will help researchers on burden of disease use an appropriate DALY estimation approach and will contribute to enhancing researchers' ability to critically interpret burden of disease studies.