• Title/Summary/Keyword: 하천수 예측

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Development of Flood Runoff Forecasting System by using Artificial Neural Networks - Development & Application of GUI_FFS - (인공신경망 이론을 이용한 홍수유출 예측 시스템 개발 - GUI_FFS 개발 및 적용 -)

  • Park, Sung-Chun;Oh, Chang-Ryol;Kim, Dong-Ryeol;Jin, Young-Hoon
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.26 no.2B
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    • pp.145-152
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    • 2006
  • In the present study, a nonlinear model of rainfall-runoff process using Artficial Neural networks(ANNs) which have no consideration on the physical parameter for the basin was developed at Naju station which is the main stream of Yeongsan-river, and Sunam station which is the main stream of Hwangryong-river. The result from the model of ANN_NJ_9 at the Naju station revealed the best result of the rainfall-runoff process, while the model of ANN_SA_9 for the Sunam station. Also, GUI_FFS developed in the research showed the $R^2$ of more than 0.98 between the observed and predicted values using the rainfall and runoff in the respective stations. Therefore, the GUI_FFS might be expected that it can play a role for the high reliability to operate and manage the water resources and the design of river plan more efficiently in the future.

Analysis on Vegetation Effect through Numerical Simulation of Non-Uniform Flow at Downstream of Hapcheon Dam (합천댐 직하류에서 부등류 수치모의를 통한 식생의 영향 분석)

  • Park, Su Hwan;Kang, Tae Un;Jang, Chang-Lae;Kim, Zoo Ho
    • Proceedings of the Korea Water Resources Association Conference
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    • 2022.05a
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    • pp.238-238
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    • 2022
  • 합천댐의 건설 이후, 댐직하류 구간에서는 10년 동안의 방류량 감소와 기후변화로 인한 강우패턴의 변화로 하도식생의 활착이 발생하여 식생이 증식하고 밀도가 점차 증가하고 있다. 식생밀도의 증가는 흐름에 대한 항력을 증가시켜 유속을 감소시키고 수심을 증가시킨다. 이는 통수능 저하를 초래하며, 홍수 시 수위증가에 따른 홍수범람의 위험성 증가시킨다. 따라서 식생영향에 대한 심화적인 이해를 제고하여 적절한 식생관리대책을 구축할 필요가 있다. 본 연구에서는 이러한 필요성에 맞추어 식생대 영향에 따른 흐름의 변화를 예측모의하여 흐름과 식생대의 상호작용에 대한 분석을 수행하였다. 이를 위해 2차원 흐름모형인 Nays2D를 이용하여 합천댐 직하류 구간을 대상으로 식생밀도의 변화에 따른 흐름의 변화를 부등류를 기반으로 모의하였다. 상류단의 경계조건은 162.99 m3/s(실운영 방류량), 995 m3/s(2년빈도 댐 조절 방류량), 2670 m3/s(100년빈도 댐 조절 방류량)로 3개의 유량으로 구분하여 모의하였다. 식생의 특성은 현장조사를 통해 밀도를 산정하여 수치모의에 적용하였다. 식생밀도는 4가지로 구분하여 모의시나리오를 구축하였으며 현장조사를 통해 산정된 2021년도 식생밀도를 기준으로 식생밀도를 증감하여 수치모의를 수행하였다. 수치모의 조건은 2021년 식생현황, 식생개선, 식생존치, 전벌채로서 식생개선의 경우, 2021년 식생밀도의 0.5배로, 식생존치의 경우, 식생밀도를 2배로 적용하였다. 전벌채는 식생이 없는 것으로 가정하였다. 수치모의 결과, 식생개선이 2021년 식생현황과 식생존치보다 상대적으로 수심이 낮게 나타났다. 식생을 전벌채한 경우, 식생이 존재하는 조건보다 수심이 낮고 유속이 빠르게 나타났으며 특히, 만곡부의 외측에서는 2차류의 발달로 흐름이 집중되었다. 이를 통해 식생개선의 경우, 식생현황과 식생존치보다 홍수범람의 가능성이 적을 것으로 판단되며 전벌채의 경우, 만곡부 외측에서 2차류 발달에 의한 세굴을 야기하여 제방의 안정성에 영향을 줄 것으로 예측된다. 본 연구는 댐 직하류에 식생대 밀도변화가 흐름변화에 미치는 영향을 분석한 수치모의 사례로서 이는 추후 식생을 고려하는 하천관리방안을 수립 시, 식생관리방법에 대한 근거자료로 활용될 수 있을 것으로 기대된다.

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Experimental Study on Physical Properties of High-Strength Concrete Using Sea Sand (해사 사용 고강도 콘크리트의 물성에 관한 실험적 연구)

  • 정영수;배수호;박종협
    • Magazine of the Korea Concrete Institute
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    • v.8 no.3
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    • pp.219-229
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    • 1996
  • Recent construction activity of infrastructures has been booming and accelerating to incur shortage of river sand for concrete works. Thus, sea sand has been excessively used instead of river sa.nd, that directly causes to decrease the quality and the durability of concrete, and then might lead to the collapse of concrete structures. The purpose of this experimental research is not only to develop high-strength concrete using sea sand, but also to investigate mechanical properties of high-strength concrete, such as elastic moduli, compressive strength and etc, which could be used for important design data of concrete structures. Rational analytic formula for elastic moduli have been proposed together with those for the splitting tensile strength and the flexural strength, which are to be predicted from compressive strength of concrete cylinder. Optimum water-cement and water-binder ratio have been experimentally obtained so as to develop high compressive strength with and without using silica fume as a admixture for concrete. It is noted that experimental elastic moduli for high strength concrete above aCk=330kgf /cm2 are less than those by the Code. Appropriate amount of concrete mixture has been experimentally investigated so as to develop maximum compressive, flexural and splitting tensile strength.

A Study on the Applicability of Levee Leakage Monitoring System Using Movable TDR Sensor (제방 누수 모니터링을 위한 이동식 TDR 센서의 적용성 평가)

  • Cho, Jinwoo;Choi, Bong-Hyuck;Cho, Won-Beom;Kim, Jin-Man
    • Journal of the Korean Geosynthetics Society
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    • v.13 no.3
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    • pp.1-10
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    • 2014
  • Several types of methods such as resistivity survey, ground penetration radar, etc are used for detection of levee leakage and according to the river design guidelines detection of levee leakage is performed by measuring the hydraulic conductivity of levee soil. But, the former can not verify the leakage point and degree of saturation, the latter is an after treatment method. Movable sensor, which is a high-tech TDR system developed since 2000, can obtain directly the dielectric constant profile covering the whole depth of levee. In this study, laboratory and field model experiments were carried out using movable TDR sensor in order to evaluate the applicability as detection system of levee leakage, As the result, movable TDR system has proven to be 3 times more sensitive to water contents than dry unit weight, and the results conclude that the dielectric constant, water contents and density of the ground proved to have a correlation among them, and the dielectric constant is expected to be a basic data on detection of levee leakage.

Prediction of Lahar Flow Inundation Areas Using LAHARZ_py Program: Application for the Mt. Baekdu Volcano (LAHARZ_py 프로그램을 이용한 라하르 범람지역의 예측: 백두산 화산에 적용)

  • Yun, Sung-Hyo;Chang, Cheolwoo
    • Economic and Environmental Geology
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    • v.50 no.4
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    • pp.277-286
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    • 2017
  • Mt. Baekdu which located the border of North Korea and China, is known as a potentially active volcano in a typical mountainous terrain. A lahar on the volcanic area is one of the important hazard that can cause the loss of life and property damage. In order to comprehensively address the impact of lahar hazard at Mt. Baekdu, we simulated lahar inundation area using Laharz_py. We assumed 750 m of additional elevation for DEM to draw proximal hazard zone boundary (PHZB) of Mt. Baekdu that H/L ratio are selected 0.10. And lahar volumes for simulation were estimated to $1{\times}10^6$, $5{\times}10^6$, $1{\times}10^7$, $5{\times}10^7$, $1{\times}10^8$, $5{\times}10^8$, $1{\times}10^9m^3$, respectively. In the results, 15 streams are located near a proximal hazard zone boundary, Amnok (Yalu) river (south), Toudaosonghua river, Jinjiang river and Huapi river (west-southwest), Songjiang river, Xiaosha river, Caozi river and Sandaosongjian river (west-northwest), Toudaobai river, Erdaobai river and Sandabai river (north), Wudaobai river-1, -2, -3 (northeast) and Duman (Tumen) river (east). The results of this study can be used as basic data to make a hazard map for reduce the damage that can be caused by volcanic hazards occurred on Mt. Baekdu.

Analyzing the effect of LID(Low Impact Development) using the CAT(Catchment hydrologic cycle Assessment Tool) (CAT을 이용한 LID(Low Impact Development) 효과 분석)

  • Jang, Cheol-Hee;Kim, Hyeon-Jun
    • Proceedings of the Korea Water Resources Association Conference
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    • 2012.05a
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    • pp.278-278
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    • 2012
  • 최근 녹색도시를 지향하면서 도시 내에서의 물의 순환에 대한 관심이 높아지고 있으며 도시계획 단계에서부터 물의 순환을 고려하려는 시도가 이루어지고 있다. 국토해양부, 환경부, 소방방재청 및 지방자치단체들은 법령, 기준, 지침 및 조례 등을 제정하여 물순환을 도시개발 이전의 상태가 될 수 있도록 시설 설치를 유도하고 있다. 그러나, 개별시설들의 조합이 유역규모의 물순환에 미치는 영향 평가는 이루어지고 있지 못한 실정이다. 종래에는 홍수저감을 목적으로 홍수저류지와 침투시설에 대하여 설계하고 시공을 하였으나 장기적인 관점에서 LID 시설의 효과를 평가하여 도시 계획 단계에서 반영하지는 못하였다. 그리고 이들 개별 LID 시설(침투, 저류 등)에 대한 단위 시설의 규모 설계에 그치고 있어 개선 시설이 다중으로 조합되어 분산 계획되었을 경우, 유역 규모에서 물순환의 긍정적인 변화를 판단하기는 어려운 형편이다. 도시지역에서의 LID(Low Impact Development) 효과 분석과 연계된 유역 물순환 해석을 위하여 독일, 호주 및 미국에서는 STORM, Urban Developer, SUSTAIN(System for Urban Stromwater Treatment, and Analysis INtegratration) 및 SWMM LID(Storm Wastewater Management Model LID) 등의 모형을 출시하고 실무에 적용하고 있다. 그러나, 해외에서 개발된 기술은 국내의 유역 환경을 충분히 반영하기 어렵다. 저수지 혹은 하천에서의 취수 등과 같이 국내의 복잡한 물순환 형태를 반영하는데 한계가 있으며, 기존의 물순환 해석모형에 의한 LID 시설을 계획하는 방법은 홍수저감에 국한되어 있고, 하천 유량이나 지하수위 측정 자료가 부족한 대상지역에 대한 장기적인 유역 물순환 및 도시 개발과 같은 토지이용 변화가 물순환에 미치는 영향을 해석하는데 있어 제한이 있고, 개별적으로 설치된 LID 시설들이 유역의 물순환을 개선하는 효과를 종합적, 정량적으로 구현하는데 한계가 있다. 본 연구에서는 도시 개발 지역의 장기간에 걸친 물순환의 변화를 예측하고 물순환을 개선시키는 대안 시설의 효과를 사전에 평가하는 것을 목표로 김현준 등(한국건설기술연구원, 2011)이 개발한 유역 물순환 해석 모형인 CAT(Catchment hydrologic cycle Assessment Tool)을 이용하였다. 특히, CAT은 사용자의 목적에 맞는 다양한 물순환 개선시설(침투시설, 저류지, 습지, 빗물저장 시설, 리사이클 및 외부급수 등)의 구현 및 모의가 가능하도록 개발되었다. 대상유역으로는 경기도 Y지구를 선정하였으며 도시개발 시나리오(전원도시 및 산업도시 등)에 따른 LID 효과 분석을 실시하였다. 대상지역에 대한 도시유형별 개발계획에 따른 개발 전 후 물순환 변화량 분석 및 LID 시설 계획에 의한 물순환 개선효과를 살펴보면 1998년부터 2007년까지의 평균 강우량을 1,271mm라고 할 때 산업도시의 경우 도시 개발 전의 증발산, 직접유출 및 기저유출은 각각 53%, 29%, 19%로 나타났으며 도시 개발 후 35%, 54%, 12%로 직접유출이 개발 전에 비해 86%나 증가하여 개발에 따른 영향이 큰 것으로 나타났다. 따라서, 이러한 개발에 따른 영향을 최소화하기 위하여 LID 시설을 계획하여 효과를 분석한 결과 증발산, 직접유출, 기저유출이 44%, 34%, 13%로 나타나 도시 개발 후의 왜곡된 물순환 체계가 개발전의 수준과 근접하게 나타나 LID 시설의 긍정적인 효과를 검토할 수 있었다. 이상에서와 같이 CAT 모형을 사용하여 도시유역의 물순환 체계를 진단하고, LID 시설의 효과를 평가할 수 있게 됨으로써 향후 도시유역에 대한 물순환 정상화를 실현하기 위한 정책 수립에 기초자료를 제공하고, 설계 실무에 활용될 수 있을 것이다.

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Flood stage analysis considering the uncertainty of roughness coefficients and discharge for Cheongmicheon watershed (조도계수와 유량의 불확실성을 고려한 청미천 유역의 홍수위 해석)

  • Shin, Sat-Byeol;Park, Jihoon;Song, Jung-Hun;Kang, Moon Seong
    • Journal of Korea Water Resources Association
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    • v.50 no.10
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    • pp.661-671
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    • 2017
  • The objective of this study was to analyze the flood stage considering the uncertainty caused by the river roughness coefficients and discharge. The methodology of this study involved the GLUE (Generalized Likelihood Uncertainty Estimation) to quantify the uncertainty bounds applying three different storm events. The uncertainty range of the roughness was 0.025~0.040. In case of discharge, the uncertainty stemmed from parameters in stage-discharge rating curve, if h represents stage for discharge Q, which can be written as $Q=A(h-B)^C$. Parameters in rating curve (A, B and C) were estimated by non-linear regression model and assumed by t distribution. The range of parameters in rating curve was 5.138~18.442 for A, -0.524~0.104 for B and 2.427~2.924 for C. By sampling 10,000 parameter sets, Monte Carlo simulations were performed. The simulated stage value was represented by 95% confidence interval. In storm event 1~3, the average bound was 0.39 m, 0.83 m and 0.96 m, respectively. The peak bound was 0.52 m, 1.36 m and 1.75 m, respectively. The recurrence year of each storm event applying the frequency analysis was 1-year, 10-year and 25-year, respectively.

Experimental Study on the Characteristics of Local Scour Hole Downstream of V-shaped Drop Structure Model (V자형 낙차공 모형 직하류 국부세굴공 발생특성에 관한 실험적 연구)

  • Eom, Junghyun;Han, Hyeongjun;Park, Sung Won;Ahn, Jungkyu
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.12
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    • pp.8-14
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    • 2019
  • A drop structure, one of the representative river-crossing structures, is constructed to stabilize a riverbed. On the other hand, the structure interrupts the continuity of the river and causes the destruction of the hydro-ecological environment. Therefore, laboratory experiments of a natural type of drop structure with low differences were performed, and the empirical formula of a local scour hole is proposed. Four experimental flow rates were tested for various types of the drop structure models with 28 test cases. Based on the scour test, it was confirmed that the maximum scour depth occurs rather than the result of applying the previously proposed scour depth formulae. Correlation analysis of the major factors of scour hole at the downstream of the drop structure revealed a strong correlation between the upstream flow characteristics, drop structure height, and total crossing length of the drop model. In addition, the depth and length estimation formula of the maximum scour hole were proposed using the dimensionless variables and validated. In the future, it is also expected that more accurate scour prediction and calculation can be derived by conducting experimental studies and numerical analysis considering the various bed materials and flow conditions.

A study on the relationship between Schmidt Hammer's 'R' and bedrock microforms (기반암 하상 미지형과 슈미트 해머 반발 값과의 관계에 대한 연구)

  • KIM, Jong Yeon
    • Journal of The Geomorphological Association of Korea
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    • v.19 no.3
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    • pp.51-69
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    • 2012
  • Physical strength of the rock is the most important factor of resistance to erosion and has been measured through various way. Bedrock microforms, like potholes and grooves, are the forms sculpted by the erosional processes of flow and the location and morphology are strongly affected by the differential erosion. It also assumed that the physical strength of the rock controls the erosion rate and mode of erosion. The schmidt hammer has been used to measure the rock strength in the field for the geomorphological research. To find the relationship between the rock strength and microforms, Schmidt hammer's R(rebound) were measured in the Baeksuktan, middle reach of Gilancheon, Cheongsong, Gyungsangbuk do. The overall values of rebound of the local sandstone showed over 65 in most cases, so it can be regarded as 'very strong'. It is found that the rebound values of the rock surface decreased towards current water level. It also, however, found that there was no systematic differences in rebound values among the topographically high and lows in the bedrock surface. There was no statistically significant difference in rebound values of the area with well developed microforms and others. The values of R from the exposed faces and inside of the microforms are similar. In the case of conglomerate, the part with the gravel showed higher values that the parts with sands. The rebound values are decreased near of(<1cm) the geological discontinuities(including joint and faults), so this line of weakness could be the point of initiation of active erosion to form microforms. However there is large variations in rebound values within this part. It also should be mentioned that topological relation between the strike of the geologic discontinuities and flow direction looks control the mode of erosional processes.

β-Glucan- and Xanthan gum-based Biopolymer Stimulated the Growth of Dominant Plant Species in the Korean Riverbanks (베타글루칸과 잔탄검 계열 바이오폴리머 신소재의 국내 하천 식물종에 대한 생육 촉진 영향)

  • Jeong, Hyungsoon;Jang, Ha-Young;Ahn, Sung-Ju;Kim, Eunsuk
    • Ecology and Resilient Infrastructure
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    • v.6 no.3
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    • pp.163-170
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    • 2019
  • The civil engineering materials used to stabilize the slopes of new riverbanks have a great impact on the types and growth of vegetation introduced after the completion of construction procedure. Recently, microbial-derived, ${\beta}$-glucan- and xanthan gum-based biopolymers are attracting attention as an ecofriendly strengthening material of riverbanks that can possibly stimulate plant growth. This study aimed to assess ecological effects of biopolymer application on native plants in Korean riverbanks. In particular, since dominant plant species could shape characteristics of an ecosystem, we examined the effects of biopolymer on the dominant plant species in riverbanks. Overall, biopolymer did not affect seed germination rates of testing plant species. In contrast, plants grew more vigorously in the soil mixed with biopolymer compared to those in the control soil. The biomass of Echinochloa crus-galli especially increased around two times more in the biopolymer treatment. Plants produced heavier root biomass and leaves with larger specific leaf area, which possibly contributes to the tolerance of environmental stress like drought. These results suggest that biopolymers treated on river banks are expected to stimulate plant growth and increase stress tolerance of domestic dominant plant species.