• 제목/요약/키워드: river flow estimation

검색결과 247건 처리시간 0.025초

낙동강 유역에 대한 일별 유달부하량 산정모델개발 II. 모델식의 활용 (Development of the Estimation Model on Daily Pollutant Loads for the Nakdong River Basin II. Application of the Model)

  • 윤영삼;유재정;김문수;이혜진;이준배;양상용
    • 한국환경과학회지
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    • 제16권3호
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    • pp.333-345
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    • 2007
  • As analyzed the estimated values of the daily delivery loads from thirteen major side streams such as Naesung-river, Keumho-river, Hwang-river, Nam-river during five years (from 1999 to 2003), the daily BOD inflow into the main stream of Nakdong river in 2003 shows the highest quantity as 31.1 ton and the daily BOD inflows in 1999, 2000, 2001, and 2002 are 26.7 ton, 22.5 ton, 21.0 ton, 25.8 ton, respectively. The daily TN in-flow into the main stream of Nakdong river in 2003 shows also the highest quantity as 64.9 ton and the daily TN inflows in 1999, 2000, 2001, and 2002 are 55.19 ton, 46.27 ton, 39.5 ton, 53.38 ton, respectively. The daily TP inflow into the main stream of Nakdong river in 2003 shows the highest quantity as 2.70 ton likewise and the daily TP inflows in 1999, 2000, 2001, and 2002 are 2.17 ton, 1.87 ton, 1.60 ton, 2.10 ton, respectively The rate of BOD loads from each side main stream into the main stream of Nakdong river shows that the BOD loads of Keumho-river are the highest as the values range from 32.8 % (2002) ${\sim}$ 35.1 % (2003) and the BOD loads of Nam-river, Naesung-river, Hwang-river are high in the order named. The rate of TN loads to the main stream is also similar to the trend of BOD loads. The contribution of the TN loads of Geumho-river to the contamination of the main stream is also the highest having a range from 27.0 % (2002) to 28.8 % (1999) among the main side streams and the TN loads of Naesung-river, Nam-river, and Heachun-river are high in the order named. The rate of TP loads is quite different from the trend of BOD and TN loads. The TP rate of Keumho-river, however, is still the highest as ranging 58.6 % (2002) to 61.7 % (2003) and the river has the biggest portion (over 50%) of the entire pollution to the main stream of Nakdong river.

수리조건을 이용한 생물서식처 적합도 지수 산정 -홍천강을 대상으로- (Estimation of Habitats Suitability Index based on Hydraulic Conditions)

  • 이재일;이규성;안홍규;하성룡
    • 한국습지학회지
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    • 제13권1호
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    • pp.149-160
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    • 2011
  • 본 연구에서는 생물서식처에 적합한 조건을 가진 하천 구간을 선정 및 분석하기 위해 홍천강을 대상으로 생물 서식처 적합도 지수를 산정 하였다. 서식처 적합도 지수의 산정을 위해 수리특성으로 유속과 수심, 수질특성으로 수온, BOD, DO, TN. TP 총 7가지 항목에 대해 산정 하였고, 고려된 대상 생물상은 어류이다. 이를 위해 1차원 수리 모형(HEC-RAS), 2차원 하천 수리모형(RMA-2), 수질모형(QUAL2E), GIS를 이용하였다. 수리모형 입력 자료의 정확성을 높이기 위해 BASIN의 Delineation 기능을 적용해 대상유역을 분할한 후 비유량법으로 유량을 산정 하였으며, 산정된 유량을 입력하여 모형을 구축하고 검 보정 하였다. 산정결과 Reach 27에서 통합 서식처 적합도 지수의 평균이 0.782로 가장 높게 산정 되었고, 각 변수들의 평균은 유속 0.122 m/s, 수심 0.782 m, 수온 $14.3^{\circ}C$, BOD 0.68 mg/${\ell}$, DO 10.3 mg/${\ell}$, TN 2.4 mg/${\ell}$, TP 0.0121 mg/${\ell}$로 분석되었다.

강우 유출사상을 통한 Clark 모형의 매개변수 평가 (Estimation of the Parameters for the Clark Model through the Rainfall-Runoff Events)

  • 안태진;백천우;김민혁;최광훈;강인웅
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2006년도 학술발표회 논문집
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    • pp.770-774
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    • 2006
  • The determination of feasible design flood is the most important to control flood damage in river management. Model parameters should be calibrated using observed discharge but due to deficiency of observed data the parameters have been adopted by engineer's empirical sense. Storage coefficient in the Clark unit hydrograph method mainly affects magnitude of peak flood. This study is to estimate the storage coefficients based on the observed rainfall-runoff events at the four stage stations in the Hantan river basin. Model calibration is the process of adjusting model parameter values until model results match historical data. An objective function which is the percent difference between the observed and computed peak flows is available for measuring the goodness-of-fit between computed and observed hydrographs. By sensitivity analysis for the storage coefficient, it has been shown that the storage coefficients affect the peak flows. The Clark parameters adopted in the River Rectification Basic Plan have been estimated through an iterative process designed to produce a hydrograph with the peak flow.

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ADCP 다중빔 수심계측자료의 위상학적 보정 알고리즘 개발 (Development of Topological Correction Algorithms for ADCP Multibeam Bathymetry Measurements)

  • 김동수;양성기;김수정;정우열
    • 한국환경과학회지
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    • 제22권5호
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    • pp.543-554
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    • 2013
  • Acoustic Doppler Current Profilers (ADCPs) are increasingly popular in the river research and management communities being primarily used for estimation of stream flows. ADCPs capabilities, however, entail additional features that are not fully explored, such as morphological representation of river or reservoir bed based upon multi-beam depth measurements. In addition to flow velocity, ADCP measurements include river bathymetry information through the depth measurements acquired in individual 4 or 5 beams with a given oblique angle. Such sounding capability indicates that multi-beam ADCPs can be utilized as an efficient depth-sounder to be more capable than the conventional single-beam eco-sounders. The paper introduces the post-processing algorithms required to deal with raw ADCP bathymetry measurements including the following aspects: a) correcting the individual beam depths for tilt (pitch and roll); b) filtering outliers using SMART filters; d) transforming the corrected depths into geographical coordinates by UTM conversion; and, e) tag the beam detecting locations with the concurrent GPS information; f) spatial representation in a GIS package. The developed algorithms are applied for the ADCP bathymetric dataset acquired from Han-Cheon in Jeju Island to validate themselves applicability.

수질자료 결측구간의 오염부하 추정기법 비교평가 (Comparative Evaluation of the Pollutant Load Estimation Method in the Water Quality Data Missing Intervals)

  • 조범준;조홍연;강성현
    • 한국해안해양공학회지
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    • 제19권1호
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    • pp.45-56
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    • 2007
  • 수량 및 수질자료, 특히 수질자료가 없는 구간에서의 직접계산에 의한 오염부하 산정은 불가능하기 때문에 적절한 방법을 이용하여 결측구간의 자료를 보완(data filling)하여 계산하는 추정과정을 필요로 한다. 본 연구에서는 수질자료가 없는 구간, 즉 수질 결측구간에서 오염부하량을 산정하기 위한 다양한 농도 추정방법을 제시하고, 제시된 방법을 이용하여 추정된 농도변화 양상 분석 및 오염부하 변동양상을 비교 분석하여 보다 효과적이고, 효율적인 추정방법을 최종 제안하였다. 또한, 오염부하에 영향을 미치는 수량 및 수질인자의 상대적인 중요성과 연안 하천의 오염부하 특성을 구분할 수 있는 영향인자를 제시하였다. 수질자료 결측구간의 다양한 농도 추정방법을 이용하여 한강하구의 오염부하를 산정한 결과, 결측구간을 제외하고 추정한 오염부하는 매우 낮은 비현실적인 결과를 제시하였으며, 가용자료의 변동성을 고려한 선형내삽법이 가장 적합한 방법으로 파악되었다. 또한, 한강하구의 오염부하양상은 수량주도형으로 판단되었으며, 결측구간의 농도추정은 불가피한 과정으로 적절한 추정방법을 이용하는 것이 보다 바람직한 것으로 파악되었다.

하류 유량자료를 이용한 상류유역의 미계측 유출량 추정 (Estimation of Upstream Ungauged Watershed Streamflow using Downstream Discharge Data)

  • 정영훈;정충길;정성원;박종윤;김성준
    • 한국농공학회논문집
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    • 제54권6호
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    • pp.169-176
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    • 2012
  • This study describes the estimation of upstream ungauged watershed streamflow using downstream discharge data. For downstream Dongchon (DC) and upstream Kumho (KH) water level stations in Kumho river basin ($2,087.9km^2$), three methods of Soil and Water Assessment Tool (SWAT) modeling, drainage-area ratio method and regional regression equation were evaluated. The SWAT was calibrated at DC with the determination coefficient ($R^2$) of 0.70 and validated at KH with $R^2$ of 0.60. The drainage-area ratio method showed $R^2$ of 0.93. For the regional regression, the watershed area, average slope, and stream length were used as variables. Using the derived equation at DC, the KH could estimate the flow with maximum 41.2 % error for the observed streamflow.

Variance components estimation in the presence of drift

  • Kim, Jaehee;Ogden, Todd
    • Communications for Statistical Applications and Methods
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    • 제23권1호
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    • pp.33-45
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    • 2016
  • Variance components should be estimated based on mean change when the mean of the observations drift gradually over time. Consistent estimators for the variance components are studied for a particular modeling situation with some underlying functions or drift. We propose a new variance estimator with Fourier estimation of variations. The consistency of the proposed estimator is proved asymptotically. The proposed procedures are studied and compared empirically with the variance estimators removing trends. The result shows that our variance estimator has a smaller mean square error and depends on drift patterns. We estimate and apply the variance to Nile River flow data and resting state fMRI data.

位置에너지 槪念에 依한 水系의 河川縱斷 推定 (An Estimation of River bed Profile of the Stream System based on the Potential Energy Concept)

  • 안상진;강관원;김창수
    • 한국농공학회지
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    • 제24권2호
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    • pp.76-88
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    • 1982
  • The stream morphological characteristics of a basin have important influence upon the analysis of runoff. In this study, the laws of stream morphology-the law of average stream fall and the law of least rate of potential energy expenditure-which were derived based on the analogy of entropy in thermodynamics are introduced and their validity is analysised with the data taken from the topographic maps covering the whole Geum River system. The first law is the Law of Average Stream Fall which states that under the dynamic equilibrium condition the ratio of average fall between any two different order stream in the same river basin in unity. The second law is the law of least rate of energy expenditure which states that all natural streams are intended to choose their own course of flow such that the rate of potential energy loss per unit mass of water this course is a minimum. The parameters representing the morphological characteristics of 13 tributaries in the Geum River system such as stream bifurcation ratio and stream concavity were Computed from the Horton-Strahler's laws and are used to check the law of average stream fall. The result showed that the law of average stream fall agrees reasonably well with law of Horton-Strahler. Concavity of a river basin is shown to be the determinative factor to the formation of a stream system. Concavity of a river basin is shown to be the determinative factor to the formation of a stream system. Based on Horton's Law and the law of average stream fall, longitudinal stream profiles can be calculated.

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소하천수계의 단위유량도 유도 및 비교에 관한 수문학적 고찰 (Hydrological Studies on the Comparison and the Derivation of Unit Hydrography in the small River Systems.)

  • 이순혁
    • 한국농공학회지
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    • 제20권3호
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    • pp.4739-4749
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    • 1978
  • This studies were conducted to derive synthetic unitgraphs and triangular unitgraphs correlated with watershed characteristics which can be used to the estimation and control of flood for the rational development of Agricultural water resources. Derived Synthetic unitgraphs and Triangular unitgraphs can be applied to the ungaged watersheds were compared with average unitgraphs by observed data. Seven small watersheds were selected as studying basins Han, Geum, Nakdong, Yeongsan and Inchon river system. The results summarized for these studies are as follows: 1. Average unitgraphs by observed data and dimensionless unitgraphs for synthesis were derived for all river systems. 2. Peak discharge per unit area of the unitgraph, qp, was derived as qp=10-0.389-0.0424Lg with a high significance. 3. Formulas for the base width of unitgraph of 50 and 75 percent for peak flow for each water systems was adopted as Table 5. 4. The base length of the unitgraph, Tb, in hours in connection with time to peak, Tp, in hours was expressed as Tb =4.3Tp. 5. Peak discharge, Qp, were obtained as Table 6 by the Triangular form to all subwatersheds. 6. Relative errors in the peak discharge of the synthetic unitgraphs showed to be 7.3 percent to the peak of observed average unitgraphs except errors of peak discharge for Yeongsan river system. This indicates that Synthetic unitgraphs for the small watersheds of Han, Geum, Nakdong and Inchon river systems can be applied to the ungaged watersheds. On the other hand, It was confirmed that the accuracy of Instantaneous Unit Hydrograph with only 1.6 percent as relative errors was approaching more closely to the observed average unitgraph than that of synthetic unitgraph with relative errors. 23.9 percent for Yeongsan river system. 7. Errors in the peak discharge of the triangular unitgraph to the observed average unitgraph showed to be 0.6 percent to 7.5 percent which can be regarded as a high precision within the range of 200 to 500$\textrm{km}^2$ in area. On the contrary, application of triangular unitgraph within the range of 200$\textrm{km}^2$ in area has defined as a unsuitable method because of high relative errors, 26.4 percent to 61.6 percent.

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남강댐 상류 소유역의 유출량 추정을 위한 SWAT 모형의 적용성 평가 (Evaluation of SWAT Model Applicability for Runoff Estimation in Nam River Dam Watershed)

  • 김동현;김상민
    • 한국농공학회논문집
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    • 제58권4호
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    • pp.9-19
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    • 2016
  • The objective of this study was to evaluate the applicability of SWAT (Soil and Water Assessment Tool) model for runoff estimation in the Nam river dam watershed. Input data for the SWAT model were established using spatial data (land use, soil, digital elevation map) and weather data. The SWAT model was calibrated and validated using observed runoff data from 2003 to 2014 for three stations (Sancheong, Shinan, Changchon) within the study watershed. The $R^2$ (Determination Coefficient), RMSE (Root Mean Square Error), NSE (Nash-Sutcliffe efficiency coefficient), and RMAE (Relative Mean Absolute Error) were used to evaluate the model performance. Parameters for runoff calibration were selected based on user's manual and references and trial and error method was applied for parameter calibration. Calibration results showed that annual mean runoff were within ${\pm}5%$ error compared to observed. $R^2$ were ranged 0.64 ~ 0.75, RMSE were 2.51 ~ 4.97 mm/day, NSE were 0.48 ~ 0.65, and RMAE were 0.34 ~ 0.63 mm/day for daily runoff, respectively. The runoff comparison for three stations showed that annual runoff was higher in Changchon especially summer and winter seasons. The flow exceedance graph showed that Sancheong and Shinan stations were similar while Changchon was higher in entire fraction.