• 제목/요약/키워드: gradient estimate

검색결과 265건 처리시간 0.027초

유출특성 분포함수의 표준화를 통한 종합홍수지수의 개발 (Development of a Comprehensive Flood Index through Standardizing Distributions of Runoff Characteristics)

  • 위성욱;정건희;김태웅
    • 한국수자원학회논문집
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    • 제41권6호
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    • pp.605-617
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    • 2008
  • 본 연구에서는 우리나라 홍수유출의 특성을 종합적으로 표현할 수 있는 홍수지수를 개발하였다. 홍수유출특성을 종합적으로 지수에 반영하기 위하여 유출곡선으로 표현되는 홍수유출의 특성을 홍수수문곡선의 상승률, 첨두유량, 홍수 응답시간, 첨두발생 전 홍수용적 등 4가지의 특성인자로 표현하였다. 이러한 유출특성인자를 객관적인 상대심도로 표현하기 위하여 본 연구에서는 특성인자의 분포함수를 표준정규분포함수로 변환하여 특성지수를 산정하였다. 본 연구에서 산정한 종합홍수지수(Comprehensive Flood Index, CFI)는 기존의 돌발홍수지수(Flash Flood Index, FFI)의 문제점을 보완한 것으로 홍수의 심도를 유역별로 상대평가할 수 있는 특징이 있다. 본 연구에서는 한강과 설마천 유역에 대하여 CFI를 산정하고, 상관분석과 회귀분석을 통해 FFI와 비교 평가하였다. CFI는 산정과정에서 특정 홍수유출 특성에 지배받지 않아 종합적으로 홍수유출특성을 표현할 수 있고, FFI에 비해 강우-유출관계를 효과적으로 설명할 수 있었다.

부모의 사회경제적 위치에 따른 자녀의 출생 성비 추이: 1981년부터 2004년까지 (Trends in Sex Ratio at Birth according to Parental Social Positions: Results from Vital Statistics Birth, 1981-2004 in Korea)

  • 천희란;김일호;강영호
    • Journal of Preventive Medicine and Public Health
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    • 제42권2호
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    • pp.143-150
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    • 2009
  • Objectives : South Korea has experienced unprecedented ups and downs in the sex ratio at birth(SRB), which has been a unique phenomenon in the last two decades. However, little is known about socioeconomic factors that influence the SRB. Employing the diffusion theory by Rogers, this study was undertaken to examine the trends in social variations in the SRB from 1981 to 2004 in Korea. Methods : The data was taken from Vital Birth Statistics for the period from 1981-2004. We computed the annual male proportion of live births according to the parental education(university, middle/high school, primary) and occupation(non-manual, manual, others). Logistic regression analysis was employed to estimate the odds ratios of male birth according to social position for the equidistant three time periods(1981-1984, 1991-1994, and 2001-2004). Results : An increased SRB was detected among parents with higher social position before the mid 1980s. Since then, however, a greater SRB was found for the less educated and manual jobholders. The inverse social gradient for the SRB was most prominent in early 1990s, but the gap has narrowed since the late 1990s. The mother's socioeconomic position could be a sensitive indicator of the social variations in the sex ratio at birth. Conclusions : Changes in the relationship of parental social position with the SRB were detected during the 1980-2004 in Korea. This Korean experience may well be explained by diffusion theory, suggesting there have been socioeconomic differences in the adoption and spread of sex-detection technology.

고속철도의 터널입구 형상변황에 따른 압력파동 현상에 관한 수치적 연구 (Numerical Study on the Effects of Pressure Wave Propagation for Tunnel Entrance Shape Change in High-Speed Railways)

  • 목재균;백남욱;유재석;최윤호
    • 한국자동차공학회논문집
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    • 제5권2호
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    • pp.50-59
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    • 1997
  • When a front head of train enters a tunnel at a high speed, compression wave is generated at tunnel entrance due to the confinement effect and propagated along the tunnel with sound of speed. The propagated compression wave is reflected at tunnel exit due to abrupt pressure change at passage. The reflected wave is expansion pressure wave. And when the rear head of train goes through the tunnel entrance, another expansion pressure wave is generated and propagated along the tunnel. The pressure drop occurs seriously around train when the two expansion pressure waves come cross on train in the tunnel. In order to reduce the pressure drop, the compression wave front must be controlled because the intensity and magnitude of pressure drop is nearly proportional to that of compression wave at tunnel entrance. This study relates to reduction of the pressure wave gradient with respect to tunnel entrance shape change with various kind of angle and rounding. The results show characteristics of wave propagation in tunnel, usefulness of characteristic curve to estimate proper time domain size in numerical study and measuring time in actual experiment. Also rounding is contributed to improve pressure wave front even if its radius is very small at tunnel entrance. In order to improve of pressure wave front at tunnel entrance, proper angle is prefered to rounding with big radius and an angle of around 14$^{\circ}$ is recommended according to this simulations, And it is expected to reduce additional pressure drop in tunnel when the location and the size of the internal space for attendant equipment are considered in advance.

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Nonlinear soil parameter effects on dynamic embedment of offshore pipeline on soft clay

  • Yu, Su Young;Choi, Han Suk;Lee, Seung Keon;Park, Kyu-Sik;Kim, Do Kyun
    • International Journal of Naval Architecture and Ocean Engineering
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    • 제7권2호
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    • pp.227-243
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    • 2015
  • In this paper, the effects of nonlinear soft clay on dynamic embedment of offshore pipeline were investigated. Seabed embedment by pipe-soil interactions has impacts on the structural boundary conditions for various subsea structures such as pipeline, riser, pile, and many other systems. A number of studies have been performed to estimate real soil behavior, but their estimation of seabed embedment has not been fully identified and there are still many uncertainties. In this regards, comparison of embedment between field survey and existing empirical models has been performed to identify uncertainties and investigate the effect of nonlinear soil parameter on dynamic embedment. From the comparison, it is found that the dynamic embedment with installation effects based on nonlinear soil model have an influence on seabed embedment. Therefore, the pipe embedment under dynamic condition by nonlinear parameters of soil models was investigated by Dynamic Embedment Factor (DEF) concept, which is defined as the ratio of the dynamic and static embedment of pipeline, in order to overcome the gap between field embedment and currently used empirical and numerical formula. Although DEF through various researches is suggested, its range is too wide and it does not consider dynamic laying effect. It is difficult to find critical parameters that are affecting to the embedment result. Therefore, the study on dynamic embedment factor by soft clay parameters of nonlinear soil model was conducted and the sensitivity analyses about parameters of nonlinear soil model were performed as well. The tendency on dynamic embedment factor was found by conducting numerical analyses using OrcaFlex software. It is found that DEF was influenced by shear strength gradient than other factors. The obtained results will be useful to understand the pipe embedment on soft clay seabed for applying offshore pipeline designs such as on-bottom stability and free span analyses.

연직배수재의 통수능력평가를 위한 실험적 연구 (An experimental study on the evaluation of discharge capacity for vertical plastic drain board)

  • Kim, Joonseok;Lee, Kangil
    • 한국재난정보학회 논문집
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    • 제13권4호
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    • pp.483-490
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    • 2017
  • 최근 경제성장과 함께 산업용, 주거용 토지의 요구가 증대되고 있으나 좋은 지반조건으로 개발된 토지를 얻기가 어려워지고 있다. 샌드드레인, 모래다짐말뚝, 팩드레인, 프라스틱보드드레인(PBD)등 다양한 연직배수기술이 연약지반의 경제적 개발을 가능하게 하고 있다. 연직배수에서는 통수능력이 중요한 요소이다. 그러나, 현장조건에서는 토질조건, 상재하중 등 다양한 조건에 의하여 통수능력이 변화된다. 본 논문에서는 이중코어형 PBD, 대심도형 PBD, X형 PBD, 일반형 PBD등 4가지 다른 형태의 PBD에 대하여 통수능 시험이 수행되었다. 상재하중과 동수경사에 따른 통수능 특성을 분석하였다. 본 연구에서는 이중코어형의 통수능력이 가장 우수하였다.

LSTM 모형을 이용한 하천 고탁수 발생 예측 연구 (Prediction of high turbidity in rivers using LSTM algorithm)

  • 박정수;이현호
    • 상하수도학회지
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    • 제34권1호
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    • pp.35-43
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    • 2020
  • Turbidity has various effects on the water quality and ecosystem of a river. High turbidity during floods increases the operation cost of a drinking water supply system. Thus, the management of turbidity is essential for providing safe water to the public. There have been various efforts to estimate turbidity in river systems for proper management and early warning of high turbidity in the water supply process. Advanced data analysis technology using machine learning has been increasingly used in water quality management processes. Artificial neural networks(ANNs) is one of the first algorithms applied, where the overfitting of a model to observed data and vanishing gradient in the backpropagation process limit the wide application of ANNs in practice. In recent years, deep learning, which overcomes the limitations of ANNs, has been applied in water quality management. LSTM(Long-Short Term Memory) is one of novel deep learning algorithms that is widely used in the analysis of time series data. In this study, LSTM is used for the prediction of high turbidity(>30 NTU) in a river from the relationship of turbidity to discharge, which enables early warning of high turbidity in a drinking water supply system. The model showed 0.98, 0.99, 0.98 and 0.99 for precision, recall, F1-score and accuracy respectively, for the prediction of high turbidity in a river with 2 hour frequency data. The sensitivity of the model to the observation intervals of data is also compared with time periods of 2 hour, 8 hour, 1 day and 2 days. The model shows higher precision with shorter observation intervals, which underscores the importance of collecting high frequency data for better management of water resources in the future.

광량 변화에 강건한 가중치 국부 기술자 기반의 스테레오 정합 (Robust Stereo Matching under Radiometric Change based on Weighted Local Descriptor)

  • 구자민;김용호;이상근
    • 전자공학회논문지
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    • 제52권4호
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    • pp.164-174
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    • 2015
  • 기하학적 특성이 주어진 두 개 이상의 카메라를 사용하거나 한 개의 카메라를 이동시켜가면서 스테레오 영상을 얻을 때에, 카메라 설정 값의 차이, 조명의 변화 등으로 인해 광량의 변화가 발생한다. 하지만 색상 유사도를 기반으로 한 기존의 스테레오 정합 방법들은 정확한 대응점을 추정하지 못한다. 본 논문에서는 광량 변화에 강건하기 위한 방법으로 스테레오 영상에서 픽셀의 밝기 정보와 그라디언트 정보 및 텍스쳐 정보를 국부 기술자로 구성하는 새로운 방법을 제안하고, 엔트로피에 기반한 적응적 가중치를 국부 기술자에 부여하여 광량 변화에도 정확한 대응점을 추정할 수 있도록 한다. 제안하는 방법은 조명의 변화, 노출 시간의 차이로 인해 광량 변화가 발생된 Middlebury의 실험 영상을 통해 실험되었으며, 광량 변화에 강건한 최근의 방법들과 비교하였다. 그 결과, 제안하는 방법은 전체 영역에서의 오정합 비율이 약 5 % 정도로 비교하는 방법들보다 낮게 발생하여 가장 좋은 성능을 보여주었다.

인삼, 사삼 및 도라지의 전기영동에 의한 단백질 패턴과 분자량 (Molecular Weight Estimation and Protein Patterns of Panax ginseng, Codonopsis lanceolata and Platycodon grandiflorum by Polyacrylamide gel Electrophoresis)

  • 안상득;정찬문;권우생;손응룡;이용세;윤경은
    • 한국작물학회지
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    • 제30권4호
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    • pp.352-358
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    • 1985
  • 건조분말상태의 인삼 및 유사 숙근성 식물간의 구별방법을 확립하기 위하여 단백질 추출과 분리방법을 달리하여 전기영동법에 의해 각 식물의 단백질 pattern 및 분자량을 추정하였던바 그 결과를 요약하면 다음과 같다. 1. 단백질분리는 증류수와 phosphate buffer로 추출하였을 때 가장 잘 되었으며 비교하기가 용이하였다. 2. 단백질추출방법에 따라 각 식물의 minor band는 약관의 차이가 있었으나 major band는 차이가 없었다. 3. 각 식물을 구별할 수 있는 band는 인삼이 45,000 및 66,000 Kd이며 사삼은 32,000∼39,000kd이고 도라지는 39,000Kd에서 double band가 특징적인 band로서 각 식물을 구별할 수 있는 단백질이었다.

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Climate-instigated disparities in supply and demand constituents of agricultural reservoirs for paddy-growing regions

  • Ahmad, Mirza Junaid;Cho, Gun-ho;Choi, Kyung-sook
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2022년도 학술발표회
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    • pp.516-516
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    • 2022
  • Agricultural reservoirs are critical water resources structures to ensure continuous water supplies for rice cultivation in Korea. Climate change has increased the risk of reservoir failure by exacerbating discrepancies in upstream runoff generation, downstream irrigation water demands, and evaporation losses. In this study, the variations in water balance components of 400 major reservoirs during 1973-2017 were examined to identify the reservoirs with reliable storage capacities and resilience. A conceptual lumped hydrological model was used to transform the incident rainfall into the inflows entering the reservoirs and the paddy water balance model was used to estimate the irrigation water demand. Historical climate data analysis showed a sharp warming gradient during the last 45 years that was particularly evident in the central and southern regions of the country, which were also the main agricultural areas with high reservoir density. We noted a country-wide progressive increase in average annual cumulative rainfall, but the forcing mechanism of the rainfall increment and its spatial-temporal trends were not fully understood. Climate warming resulted in a significant increase in irrigation water demand, while heavy rains increased runoff generation in the reservoir watersheds. Most reservoirs had reliable storage capacities to meet the demands of a 10-year return frequency drought but the resilience of reservoirs gradually declined over time. This suggests that the recovery time of reservoirs from the failure state had increased which also signifies that the duration of the dry season has been prolonged while the wet season has become shorter and/or more intense. The watershed-irrigated area ratio (W-Iratio) was critical and the results showed that a slight disruption in reservoir water balance under the influence of future climate change would seriously compromise the performance of reservoirs with W-Iratio< 5.

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THEORETICAL STUDY ON OBSERVED COLOR-MAGNITUDE DIAGRAMS

  • Lee, See-Woo
    • 천문학회지
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    • 제12권1호
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    • pp.41-70
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    • 1979
  • From $B\ddot{o}hm$-Vitense's atmospheric model calculations, the relations, [$T_e$, (B-V)] and [B.C, (B-V)] with respect to heavy element abundance were obtained. Using these relations and evolutionary model calculations of Rood, and Sweigart and Gross, analytic expressions for some physical parameters relating to the C-M diagrams of globular clusters were derived, and they were applied to 21 globular clusters with observed transition periods of RR Lyrae variables. More than 20 different parameters were examined for each globular cluster. The derived ranges of some basic parameters are as follows; $Y=0.21{\sim}0.33,\;Z=1.5{\times}10^{-4}{\sim}4.5{\times}10^{-3},\;age,\;t=9.5{\sim}19{\times}10^9$ years, mass for red giants, $m_{RG}=0.74m_{\odot}{\sim}0.91m_{\odot}$, mass for RR Lyrae stars, $m_{RR}=0.59m_{\odot}{\sim}0.75m_{\odot}$, the visual magnitude difference between the turnoff point and the horizontal branch (HB), ${\Delta}V_{to}=3.1{\sim}3.4(<{\Delta}V_{to}>=3.32)$, the color of the blue edge of RR Lyrae gap, $(B-V)_{BE}=0.17{\sim}0.21=(<(B-V)_{BE}>=0.18),\;[\frac{m}{L}]_{RR}=-1.7{\sim}-1.9$, mass difference of $m_{RR}$ relative to $m_{RG},(m_{RG}-m_{RR})/m_{RG}=0.0{\sim}0.39$. It was found that the ranges of derived parameters agree reasonably well with the observed ones and those estimated by others. Some important results obtained herein can be summarized as follows; (i) There are considerable variations in the initial helium abundance and in age of globular clusters. (ii) The radial gradient of heavy element abundance does exist for globular clusters as shown by Janes for field stars and open clusters. (iii) The helium abundance seems to have been increased with age by massive star evolution after a considerable amount (Y>0.2) of helium had been attained by the Big-Bang nucleosynthesis, but there is not seen a radial gradient of helium abundance. (iv) A considerable amount of heavy elements ($Z{\sim}10{-3}$) might have been formed in the inner halo ($r_{GC}$<10 kpc) from the earliest galactic co1lapse, and then the heavy element abundance has been slowly enriched towards the galactic center and disk, establishing the radial gradient of heavy element abundance. (v) The final galactic disk formation might have taken much longer by about a half of the galactic age than the halo formation, supporting a slow, inhomogeneous co1lapse model of Larson. (vi) Of the three principal parameters controlling the morphology of C-M diagrams, it was found that the first parameter is heavy clement abundance, the second age and the third helium abundance. (vii) The globular clusters can be divided into three different groups, AI, BI and CII according to Z, Y an d age as well as Dickens' HB types. BI group clusters of HB types 4 and 5 like M 3 and NGC 7006 are the oldest and have the lowest helium abundance of the three groups. And also they appear in the inner halo. On the other hand, the youngest AI clusters have the highest Z and Y, and appear in the innermost halo region and in the disk. (viii) From the result of the clean separations of the clusters into three groups, a three dimensional classification with three parameters, Z, Y and age is prsented. (ix) The anomalous C-M diagrams can be expalined in terms of the three principal parameters. That is, the anomaly of NGC 362 and NGC 7006 is accounted for by the smaller age of the order of $1{\sim}2{\times}10^9$ years rather than by the helium abundance difference, compared with M 3. (x) The difference in two Oosterhoff types I and II can be explained in terms of the mean mass difference of RR Lyrae variables rather than in terms of the helium abundance difference as suggested by Stobie. The mean mass of the variables in Oosterhoff type I clusters is smaller by $0.074m_{\odot}$ which is exactly consistent with Rood's estimate. Since it was found that the mean mass of RR Lyrae stars increases with decreasing Z, the two Oosterhoff types can be explained substantially by the metal abundance difference; the type II has Z<$3.4{\times}10^{-4}$, and the type I has higher Z than the type II.

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