• Title/Summary/Keyword: 소양강댐

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Parameter Estimation for Nash Model and Diskin Model by Optimization Techniques (최적화 기법을 이용한 Nash 모형과 Diskin 모형의 매개변수 추정)

  • Choi, Min-Ha;Ahn, Jae-Hyun;Kim, Joong-Hoon;Yoon, Yong-Nam
    • Journal of the Korean Society of Hazard Mitigation
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    • v.1 no.3 s.3
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    • pp.73-82
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    • 2001
  • This study examines the applicability of the Nash model and the Diskin model, which are linear and nonlinear runoff models, respectively, by applying optimization techniques to the parameter calibration of the two models. Nonlinear programming which is one of traditional optimization techniques and Genetic Algorithm which has been actively applied recently are used in this study. The Nash and Diskin models which use the calibrated parameter with a flood events are applied to a different flood event in Soyang Dam basin. The results obtained from the parameter calibration show slight discrepancy depending upon the flood events. It has been found in the comparion between the observed hydrograph and the hydrographs obtained from the parameter calibration that the Diskin model can better simulate the observed hydrograph than the Nash model can, especially, for the peak flow. This can be analyzed that the Diskin model which is a nonlinear runoff model is better off in simulating the nonlinear characteristic of the rainfall-runoff process.

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Potential Impacts of Future Extreme Storm Events on Streamflow and Sediment in Soyang-dam Watershed (기후변화에 따른 미래 극한호우사상이 소양강댐 유역의 유량 및 유사량에 미치는 영향)

  • Han, Jeong Ho;Lee, Dong Jun;Kang, Boosik;Chung, Se Woong;Jang, Won Seok;Lim, Kyoung Jae;Kim, Jonggun
    • Journal of Korean Society on Water Environment
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    • v.33 no.2
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    • pp.160-169
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    • 2017
  • The objective of this study are to analyze changes in future rainfall patterns in the Soyang-dam watershed according to the RCP 4.5 scenario of climate change. Second objective is to project peak flow and hourly sediment simulated for the future extreme rainfall events using the SWAT model. For these, accuracy of SWAT hourly simulation for the large scale watershed was evaluated in advance. The results of model calibration showed that simulated peak flow matched observation well with acceptable average relative error. The results of future rainfall pattern changes analysis indicated that extreme storm events will become more severe and frequent as climate change progresses. Especially, possibility of occurrence of large scale extreme storm events will be greater on the periods of 2030-2040 and 2050-2060. In addition, as shown in the SWAT hourly simulation for the future extreme storm events, more severe flood and turbid water can happen in the future compared with the most devastating storm event which occurred by the typhoon Ewiniar in 2006 year. Thus, countermeasures against future extreme storm event and turbid water are needed to cope with climate change.

Interdisciplinary Research for Pre-prevention Measures of turbid water with Watershed Units (수계단위 탁수예방 대책 수립을 위한 학제간 연구)

  • Yum, Kyung-Tak;Cho, Yong-Deok;Kim, Jae-Yun;Ban, Yang-Jin;Park, Bong-Jin
    • Proceedings of the Korea Water Resources Association Conference
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    • 2008.05a
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    • pp.544-549
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    • 2008
  • 최근 임하댐, 소양강댐을 대상으로 탁수의 문제가 심각하게 제시되고 있으며, 이에 대한 대책을 수립하기 위해 정부, 공공연구기관, 대학 등에서 다양한 연구를 진행하고 있으나 탁수 발생에 대한 근본적인 대책 수립과 이의 효과에 대한 분석이 이루어지고 있지 않은 실정이다. 현시점에서 탁수발생의 근본적인 원인을 규명하고 이에 대한 대책이 계획적이고 치밀하게 수립되어야 할 것으로 판단 된다. 우리나라의 기후변화는 지난 100년($1906{\sim}2005$) 동안 평균 기온이 약 $1.5^{\circ}C$ 상승하였으며, 강우 강도가 큰 집중호우의 발생빈도는 약 18% 증가한 반면, 강우일수는 약 14% 감소하는 추세에 있다. 또한, 지구온난화로 인하여 식생대, 어종 등 생태계가 아열대성 기후로 진행되고 있으며, 탁수발생의 원인은 이상기후로 인한 강우강도의 증가뿐만 아니라, 집중홍수 빈발, 식생대(Vegetation) 변화와 유역관리(Watershed Management) 소홀 등의 복합적인 원인에 의하여 새롭게 발생되는 현상이다. 또한, 최근의 탁수는 댐 상류는 물론 수계전반에 걸쳐 발생하고 있으며, 지난 2007년 발생한 북한강 수계의 탁수문제 등에서 이제는 정부차원의 체계적인 발생원인 규명과 대책 마련이 필요한 실정이다. 댐 및 하천으로 유입되는 탁수는 저수지의 고탁도 현상의 장기화를 야기시키며, 이로 인해 댐 저수지 및 하류하천 수질악화, 정수처리 비용 증가 등 댐 저수지의 효율적인 수질관리가 어려운 실정이다. 한편, 고농도의 인(P)이 유입되어 저수지내 부영양화(Eutrophication) 및 수생태계의 변화를 초래하고 있다. 앞으로도 잠재적 탁수발생 가능성이 커질 것으로 전망됨에 따라 탁수발생 메커니즘 규명, 댐 저수지내 수리동역학적 거동특성 및 생태계에 영향(Ecological Impact) 등 탁수와 관련된 미개척 분야의 연구가 시급한 상황이다. 댐과 유역을 분리하여 수립된 기존의 대책으로는 탁수발생의 근본적인 원인규명과 대책 수립이 어려운 실정이므로 수계단위로 탁수에 대한 연구가 진행되어야 한다. 따라서 수계별로 탁수발생의 근본적인 원인을 규명하기 위하여는 수계별 탁수발원지 및 발생원인 조사, 댐 저수지의 수리동역학적 탁수거동 해석, 탁수발생 잠재성 평가, 수계단위 탁수예방 대책 수립을 위한 우선순위 결정 등을 포함한 학제적인(Interdisciplinary) 연구를 진행할 계획이다.

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Simulation of Soil Erosion and Sediment Behaviors with Measured Field Slope Length and Slope in Hae-an Watershed using SWAT (해안면 유역의 실측 경사장과 경사도를 이용한 SWAT 토양유실량과 유사량 모의 평가)

  • Yoo, Dong-Sun;Heo, Sung-Gu;Jun, Man-Sig;Kim, Ki-Sung;Lim, Kyoung-Jae
    • Proceedings of the Korea Water Resources Association Conference
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    • 2008.05a
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    • pp.1082-1086
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    • 2008
  • 소양강댐 유역에서 몇 년간 계속되는 고탁수 문제가 좀처럼 개선되고 있지 않는 실정이다. 탁수발생의 원인은 여러 가지가 있지만 농경지를 중심으로 유입되는 토양유실이 가장 직접적인 원인으로 지적되고 있다. 특히, 고랭지 농경지에서 소득 작물에 대한 연작피해 경감, 작물의 생산성 향상과 농민들의 소득 증대와 연관되어 무분별하게 농경지에 행해진 객토와 농약 및 비료는 수질 악화의 매우 큰 영향을 미치고 있다. 이러한 문제로 인하여, 토양유실량 추정을 위한 여러 모형들이 개발되었다. 이 중, SWAT 모형은 미국 농무성의 농업연구소에서 개발된 유역단위 모형으로 대규모의 복잡한 유역에서 장기간에 걸친 다양한 종류의 토양과 토지이용 및 토지관리 상태에 따른 수문과 유사 및 농업화학물질의 거동에 대하여 예측하기 위해 개발된 모형이다. 이 SWAT모형은 유역내 수문 및 유사 모의시, DEM을 기반으로 유역 평균경사도를 이용하여 경사도-경사장 관계식 산정 경사장을 유역내 모든 수문학적 반응단위 (HRU: Hydrologic Response Unit)의 동일하게 적용한다. 이는 SWAT 모의 유사량과 실측 자료에 있어서 큰 차이를 초래할 수 있다. 따라서 본 연구에서는 해안면 지역의 모든 농경지에 대해 강원발전연구원에서 전수 조사한 실측 경사장 및 경사도 자료를 반영할 수 있도록 소유역내 모든 HRU에 면적 가중 경사도/경사장을 할당해 주는 프로그램을 개발하여 준분포 모형인 SWAT의 단점을 극복하였다. 그 결과 유출량의 경우 면적 가중 실측경사장 및 경사도를 적용 유무에 따라 월 평균유량 3,951,537 m3/month, 3,953,947 m3/month로 2,410 m3/month의 큰 차이를 보이지 않았지만, 유사량의 경우 면적 가중 실측경사장 및 경사도 적용 하였을 경우 10,826 ton/month 이고, 기존 SWAT 예측 유사량은 월평균 3,642 ton/month으로 7,184 ton/month (66.4 % 차이) 큰 차이를 보였다. 이러한 결과는 SWAT 모형 적용시 경사장 및 경사도 산정에 따라, 유사량이 과소 또는 과대 평가 될 수 있음을 보여준다.

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Evaluation of Flood Severity Using Bivariate Gumbel Mixed Model (이변량 Gumbel 혼합모형을 이용한 홍수심도 평가)

  • Lee, Jeong-Ho;Chung, Gun-Hui;Kim, Tae-Woong
    • Journal of Korea Water Resources Association
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    • v.42 no.9
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    • pp.725-736
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    • 2009
  • A flood event can be defined by three characteristics; peak discharge, total flood volume, and flood duration, which are correlated each other. However, a conventional flood frequency analysis for the hydrological plan, design, and operation has focused on evaluating only the amount of peak discharge. The interpretation of this univariate flood frequency analysis has a limitation in describing the complex probability behavior of flood events. This study proposed a bivariate flood frequency analysis using a Gumbel mixed model for the flood evaluation. A time series of annual flood events was extracted from observations of inflow to the Soyang River Dam and the Daechung Dam, respectively. The joint probability distribution and return period were derived from the relationship between the amount of peak discharge and the total volume of flood runoff. The applicability of the Gumbel mixed model was tested by comparing the return periods acquired from the proposed bivariate analysis and the conventional univariate analysis.

Hydraulic & Hydrologic Design Criteria for an Emergency Drainage of Reservoir (II) (댐 비상방류 설계기준 선정을 위한 수리수문학적 검토(II))

  • Yi, Jaeeung;Son, Kwangik;Kang, Min Suk
    • Journal of Korea Water Resources Association
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    • v.48 no.3
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    • pp.159-167
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    • 2015
  • Low-level outlets are necessary to empty reservoir storage in case of emergency such as abrupt storage level rise due to storm, dam body inspection as well as initial reservoir storage filling. However, the Korean standard for low-level outlet should be complemented. In this study, the HEC-ResSim model is utilized to simulate and calculate the capacity of the outlets and the days of release in order to evacuate reservoir storage safely. Three cases are analyzed according to its capacity. As a large dam with more than $1,000{\times}106m^3$ total capacity, Soyanggang Dam is selected and as a medium dam between $100{\times}106m^3$ and $1,000{\times}106m^3$ total capacity, Habcheon Dam is selected. Finally as a small dam with a total capacity less than $100{\times}106m^3$, Daegok Dam is selected. The size of low-level outlet and days of storage evacuation is estimated and the applicability of the analysis method is studied.

Extraction of Snowmelt Factors using NOAA Satellite Images and Meteorological Data (NOAA위성영상 및 기상자료를 이용한 융설 관련 매개변수 추출)

  • Kang, Su-Man;Shin, Hyung-Jin;Kwon, Hyung-Joong;Kim, Seong-Joon
    • Journal of Korea Water Resources Association
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    • v.39 no.10 s.171
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    • pp.845-854
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    • 2006
  • Establishment of snowmelt factors is necessary to simulate stream flow using snowmelt models during snowmelt periods. The few observed data related snowmelt was the major cause of difficulty in extracting snowmelt factors such as snow cover area, snow depth and depletion curve. The objective of this study was to extract snowmelt factors using RS, GIS technique and meteorological data. Snow cover maps were derived from NOAA/AVHRR images for the winter seasons from 1997 to 2003. Distributed snow depth was mapped by overlapping between snow cover maps and interpolated snowfall maps from 69 meteorological observation station. Depletion curves of snowmelt area were described from the linear regression equations of each year between the average temperature and snow cover area in Soyanggang-dam and chungju-dam watershed.

Performance Evaluation of Water Supply for a Multi-purpose Dam by Deficit-Supply Operation (물 부족량 공급 운영 방식에 의한 다목적댐 물 공급의 안정성 평가)

  • Lee, Dong Ryul;Moon, Jang Won;Choi, Si Jung
    • Journal of Korea Water Resources Association
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    • v.47 no.2
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    • pp.195-206
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    • 2014
  • In this study, a performance evaluation method of water supply for a multi-purpose dam based on deficitsupply method and reservoir storage is presented. The method is applied to 16 multi-purpose dams and water supply performance is evaluated. As a result, 6 dams (Soyanggang, Chungju, Hoengseong, Andong, Imha, and Hapcheon dam) have highest performance and 2 dams (Sumjingang and Buan dam) have relatively low performance. Particularly, Buan dam is the most vulnerable in the analysis results of reliability, resiliency, and vulnerability. Therefore, measures to improve the performance of water supply are needed in Buan multi-purpose dam.

Water Balance Change of Watershed by Climate Change (기후변화에 따른 유역의 물수지 변화)

  • Yang, Hea-Kun
    • Journal of the Korean Geographical Society
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    • v.42 no.3 s.120
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    • pp.405-420
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    • 2007
  • This study is intended to analyze and evaluate the effects of Seomjingang Dam and Soyanggang Dam Catchment on water circulation in order to examine water balance change of watershed by climate change. Obviously, air temperature and precipitation showed a gradually increasing trend for the past 30 years; evapotranspiration vary in areas and increasing annual average air temperature is not always proportional to increasing evapotranspiration. Based on Penman-FAO24, climatic water balance methods and measured values are shown to be significantly related with each other and to be available in Korea. It is certainly recognized that increasing annual rainfall volume leads to increasing annual runoff depth; for fluctuation in annual runoff rates, there are some difference in changes in measured values and calculated values. It is presumably early to determine that climate changes has a significant effect on runoff characteristic at dam catchment. It is widely known that climate changes are expected to cause many difficulties in water resources and disaster management. To take appropriate measures, deeper understanding is necessary for climatological conditions and variability of hydrology and to have more careful prospection and to accumulate highly reliable knowledge would be prerequisites for hydrometric network.

A Study on Calibration of Tank Model with Soil Moisture Structure (토양수분 저류구조를 가진 탱크모형의 보정에 관한 연구)

  • Kang, Shin-Uk;Lee, Dong-Ryul;Lee, Sang-Ho
    • Journal of Korea Water Resources Association
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    • v.37 no.2
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    • pp.133-144
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    • 2004
  • A Tank Model composed of 4 tanks with soil moisture structure was applied to Daecheong Dam and Soyanggang Dam watersheds. Calibration and verification were repeated 332 and 472 times for each watershed using SCE-UA global optimization method for different calibration periods and objective functions. Four different methods of evapotranspiration calculation were used and evaluated. They are pan evaporation, 1963 Penman, FAO-24 Penman-Monteith, and FAO-56 Penman-Monteith methods. Tank model with soil moisture structure showed better results than the standard tank model for daily rainfall-runoff simulation. Two types of objective function for model calibration were found. Proper calibration period are 3 years, in which dry year and flood year are included. If a calibrationperiod has an inadequate runoff rate, the period should be more than 8 years. The four methods of eyapotranspiraton computation showed similar results, but 1963 Penman method was slightly inferior to the other methods.