• Title/Summary/Keyword: 매개변수 분석

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Experimental Study of Estimating the Optimized Parameters in OI (서남해안 관측자료를 활용한 OI 자료동화의 최적 매개변수 산정 연구)

  • Gu, Bon-Ho;Woo, Seung-Buhm;Kim, Sangil
    • Journal of Korean Society of Coastal and Ocean Engineers
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    • v.31 no.6
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    • pp.458-467
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    • 2019
  • The purpose of this study is the suggestion of optimized parameters in OI (Optimal Interpolation) by experimental study. The observation of applying optimal interpolation is ADCP (Acoustic Doppler Current Profiler) data at the southwestern sea of Korea. FVCOM (Finite Volume Coastal Ocean Model) is used for the barotropic model. OI is to the estimation of the gain matrix by a minimum value between the background error covariance and the observation error covariance using the least square method. The scaling factor and correlation radius are very important parameters for OI. It is used to calculate the weight between observation data and model data in the model domain. The optimized parameters from the experiments were found by the Taylor diagram. Constantly each observation point requires optimizing each parameter for the best assimilation. Also, a high accuracy of numerical model means background error covariance is low and then it can decrease all of the parameters in OI. In conclusion, it is expected to have prepared the foundation for research for the selection of ocean observation points and the construction of ocean prediction systems in the future.

Sensitivity Analysis for Optimization Model in Coastal Area (해안지역 지하수 최적개발 모델의 민감도 분석)

  • Hong Sung-Hun;Park Namsik
    • Proceedings of the Korea Water Resources Association Conference
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    • 2005.05b
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    • pp.1189-1193
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    • 2005
  • 해안지역 지하수 개발에 있어 이익을 최대화하는 동시에 개발로 인한 부정적 영향을 최소화하는 4단계 확보방안이 제시되었다(박남식 등, 2004). 4단계 확보 방안 중 처음 3단계 방안에 대한 의사 결정 지원 도구역할을 할 수 있는 해안지하수 최적개발 모델이 개발되었다(박남식 등, 2003, 홍성훈, 2004). 개발된 모델은 대상 관정의 양수량과 위치에 대한 최적해 뿐만이 아니라 해수침투를 방지 및 제어에 대하여서도 최적화가 가능하다. 본 연구에서는 개발된 모델의 민감도 분석 결과를 다루고 있다. 민감도 분석의 목적은 불확실성을 내포하고 있는 대수층의 주요 매개변수, 경계조건 등에 의해 야기될 수 있는 모델의 불확실성을 정량화하는 것이다(Anderson 등, 1992). 따라서 민감도 분석은 모델의 특성에 대한 이해뿐만이 아니라 모델에 있어 매개변수들의 영향 및 거동을 고찰하는데 중요한 연구이다. 구축된 최적개발 모델을 이용하여 수리전도도, 함양율, 대수층 두께와 같은 주요 매개변수들이 최적양수량 그리고 관정의 최적위치에 미치는 영향을 고찰하였다. 그 결과 회수율은 함양율 증가에 따라 증가하는데, 높은 수리전도도에서는 함양율과 선형관계를, 낮은 수리전도도에서는 비선형관계를 보였다. 관정의 최적위치는 수리전도도에 가장 민감하였으며, 함양율 증가에 따라 해안으로 이동하였다. 마지막으로 최적개발량과 최적위치를 동시에 고려할 경우 최적개발량만을 고려한 경우보다 회수율이 향상되었다.

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A Study on the Change of Runoff due to Dividing Watershed. (유역 분할에 따른 유출변화 연구)

  • Yoo, Seung-Hyuk;Lee, Jae-Geun;Ahn, Jae-Hyun
    • Proceedings of the Korea Water Resources Association Conference
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    • 2009.05a
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    • pp.976-980
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    • 2009
  • 수자원분야에서 강우-유출의 해석은 홍수의 분석 및 수자원 이용의 측면에서 가장 중요한 문제이다. 유역의 물리적 특성이 반영된 정확한 홍수량의 산정을 위해 유역의 지형인자 및 수문모형의 매개변수 추출에 대한 연구가 폭넓게 진행되고 있다. 그러나 아직까지 이러한 방법들에 대한 명확한 기준은 정립되지 못한 상태이다. 본 연구에서는 소유역 분할에 따른 영향분석을 위해 단일유역과 다수유역으로 구분하였고, 대상유역의 소유역분할에 따른 유역면적, 유로연장, 경사 등의 매개변수를 산정하여 도달시간, 저류상수, CN 등을 결정하고, 홍수량 산정결과의 민감도 분석 및 검토를 수행하였다. 또한 유역별 하도에서의 직접도달시간과 최원점에서의 도달시간을 산정하는 경우로 구분하여 유로연장의 조건별 영향을 분석하였다. 분석결과 일정 유역분할 이후에는 유역분할이 유출모의 결과에 큰 영향을 미치지 않음을 알 수 있었고, 소유역 분할에 따른 홍수량 증가 영향과 유로연장의 조건별 영향이 크지 않음을 판단할 수 있었다.

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Impact Assessment of Spatial Resolution of Radar Rainfall and a Distributed Hydrologic Model on Parameter Estimation (레이더 강우 및 분포형 수문모형의 공간해상도가 매개변수 추정에 미치는 영향 평가)

  • Noh, Seong Jin;Choi, Shin Woo;Choi, Yun Seok;Kim, Kyung Tak
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.34 no.5
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    • pp.1443-1454
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    • 2014
  • In this study, we assess impact of spatial resolution of radar rainfall and a distributed hydrologic model on parameter estimation and rainfall-runoff response. Radar data measured by S-band polarimetric radar located at Mt. Bisl in the year of 2012 are used for the comparative study. As different rainfall estimates such as R-KDP, R-Z, and R-ZDR show good agreement with ground rainfall, R-KDP are applied for rainfall-runoff modeling due to relatively high accuracy in terms of catchment averaged and gauging point rainfall. GRM (grid based rainfall-runoff model) is implemented for flood simulations at the Geumho River catchment with spatial resolutions of 200m, 500m, and 1000m. Automatic calibration is performed by PEST (model independent parameter estimation tool) to find suitable parameters for each spatial resolution. For 200m resolution, multipliers of overlandflow and soil hydraulic conductivity are estimated within stable ranges, while high variations are found from results for 500m and 1000m resolution. No tendency is found in the estimated initial soil moisture. When parameters estimated for different spatial resolution are applied for other resolutions, 200m resolution model shows higher sensitivity compared to 1000m resolution model.

Evaluation on applicability of on/off-line parameter calibration techniques in rainfall-runoff modeling (온·오프라인 매개변수 보정기법에 따른 강우-유출해석 적용성 평가)

  • Lee, Dae Eop;Kim, Yeon Su;Yu, Wan Sik;Lee, Gi Ha
    • Journal of Korea Water Resources Association
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    • v.50 no.4
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    • pp.241-252
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    • 2017
  • This study aims to evaluate applicability of both online and offline parameter calibration techniques on rainfall-runoff modeling using a conceptual lumped hydrologic model. To achieve the goal, the storage function model was selected and then two different automatic calibration techniques: SCE-UA (offline method) and particle filter (online method) were applied to calibrate the optimal parameter sets for 9 rainfall events in the Cheoncheon catchment, upper area of the Yongdam multi-purpose dam. In order to assess reproducibility of hydrographs from the parameter sets of both techniques, the observed discharge of each event was divided into low flow (below average flow) and high flow (over average flow). The results show that the particle filter method, updating the parameters in real-time, provides more stable reproducibility than the SCE-UA method regardless of low and high flow. The optimal parameters estimated by SCE-UA are very sensitive to the selected objective functions used in this study: RMSE and HMLE. In particular, the parameter sets from RMSE and HMLE demonstrate superior goodness-of-fit values for high flow and low flow periods, respectively.

Comparison of Topographical Parameter for DTED and Grid DEM from 1:50,000 Digital Map (DTED와 1:50,000 수치지형도에 의한 격자 DEM의 지형 매개변수 비교)

  • Kim, Yeon-Jun;Shin, Ke-Jong
    • Journal of the Korean Association of Geographic Information Studies
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    • v.5 no.3
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    • pp.19-32
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    • 2002
  • Topographic information is indispensable in the applications that require elevational data. These applications are exemplified by watershed partition, extraction of drainage networks, viewshed analysis, derivation of geomorphologic features, quantification of landslide-terrain, and identification of topographic settings susceptible to landsliding. Therefore, we study the accuracy of data on topographic parameters derived from digital elevation models(DEMs). This research wished to analyze the effect that data source and grid size get in topography parameter using gridded DEM. An analysis of topography parameter extract and compared drainage basin, watershed slope, stream network using DEM is constructed by digital map and DTED DEM. Especially, when extract stream network from gridded DEM, received much effects according to threshold value of flowaccumulation regardless of DEM grid size. Therefore, this study applied equal threshold value of flowaccumulation for two data sources, and compare and analyzed stream network.

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Factors of Influencing on UHDTV Acceptance (UHDTV서비스 수용 요인 연구)

  • Kim, Hyo-jin;Jung, Hoe-Kyung
    • Journal of Digital Convergence
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    • v.14 no.6
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    • pp.425-430
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    • 2016
  • The goal of this study is to explore the factors that influence on intention to use UHDTV Service. Research problems has been designed to Structural equation model by Technology Acceptance Model. The Perceived quality, Price sensitivity, Innovativeness are adopted as independent variables. And Perceived usefulness, Perceived ease of use are adopted as intervening variables. A result of analysis, Perceived quality and Price sensitivity influenced the Intention to use via Perceived usefulness and Perceived ease of use. But in case of Innovativeness, it did not influence the Perceived usefulness while it influenced the Perceived ease of use. Meanwhile, the influence of Perceived quality to Perceived usefulness had more impact than the other path between the other factors.

The Effects of Core Competencies on the Management Performance of Hospitals : With a Focus on the Mediating Roles of Medical Service Orientation and Internal Customer Orientation (의료기관 핵심역량과 경영성과의 구조적 인과관계 분석 : 의료서비스 지향성과 내부고객 지향성)

  • Kim, In Yong;Lee, Sang Hyeok
    • Asia-Pacific Journal of Business Venturing and Entrepreneurship
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    • v.9 no.3
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    • pp.107-117
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    • 2014
  • The Purpose of this study was to empirically investigate the effects of core competencies on the management performance of hospitals and the mediating roles of medical service orientation and internal customer orientation. The sample of this study was composed of 307 employees from 18 general hospitals in Incheon Metropolitan City and Bucheon City. Data were collected with self-administered questionnaires and analyzed using structural equation modelling technique. This study found that core competencies had positive effects on the management performance of hospitals and that medical service orientation and internal customer orientation mediated the relationship between core competencies and the management performance of hospitals. The theoretical and practical implications of the results were discussed and the directions for future research were suggested.

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Rainfall-Runoff Analysis in the Whangryong River Basin Using HEC-HMS and HEC-GeoHMS (HEC-HMS, HEC-GeoHMS를 이용한 황룡강유역의 유출분석)

  • Kim, Chul;Park, Nam-Hee
    • Spatial Information Research
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    • v.10 no.2
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    • pp.275-287
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    • 2002
  • Rainfall-Runoff Analysis in Whangryong River Basin was made using HEC-HMS and HEC-GeoHMS. The Basin was divided into three sub-basins using HEC-CeoHMS and GIS. Then, GIS input data were derived from each sub-basins. SCS CN runoff-volume model, Snyder's UH direct-runoff model, exponential recession baseflow model and Muskingum routing model in HEC-HMS were used to simulate the runoff volume using selected rainfall event and the parameters were optimized. Peak flowrate calculated using optimized parameters was compared to the observed flowrate in the basin. The result proved to be good agreement with each other. Optimized parameters in this local basin can be used to calculate the peak flowrate in the future.

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Column Shortening Prediction of Concrete Filled Tubes using Monte Carlo Method (몬테카를로 기법을 이용한 CFT 기둥축소량의 예측)

  • Jang, Sung-Woo;Song, Hwa-Cheol;Sho, Kwang-Ho
    • Journal of Korean Association for Spatial Structures
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    • v.10 no.1
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    • pp.75-84
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    • 2010
  • According to the available study and experimental data about the long term behavior of CFT(Concrete Filled Tube) columns, the creep and of concrete in CFT columns are smaller than those of RC columns because of the confinement effect of outer steel columns. In this study, the uncertainties associated with assumed values for concrete properties such as strength, creep coefficients, and service load have been considered and analyzed for the prediction of time-dependent column shortening of CFT column. The CFT column shortening analysis using Monte Carlo method is proposed and an of a 37 story tall building with CFT columns is studied for illustration. According to the results obtained by the probability analysis with multi parameters, the effect of variation coefficient for 3 parameters is investigated considering confidence interval.

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