• 제목/요약/키워드: Simulated rainfall

검색결과 432건 처리시간 0.031초

농업수리구조물의 적정설계홍수량 유도를 위한 유출수문곡선모형의 개발(I) (Development of Runoff Hydrograph Model for the Derivation of Optimal Design Flood of Agricultural Hydraulic Structures(1))

  • 이순혁;박명근;맹승진
    • 한국농공학회지
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    • 제37권3_4호
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    • pp.34-47
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    • 1995
  • It is experienced fact as a regular annual event that the structure to he designed on unreasonable flood for the agricultural structures including reservoirs have been brought not only loss of lives, but also enormous property damage. For the solution of this problem at issue, this study was conducted to develop an optimal runoff hydrograph model by comparison of the peak flows and time to peak between observed and simulated flows derived by linear time-invariant and linear time-variant models under the condition of having a short duration of heavy rainfall with uniform rainfall intensity at nine small watersheds which are within the range of 55.9 to 140.7 square kilometers in area in Han, Geum, Nagdong and Yeongsan Rivers. The results obtained through this study can be summarized as follows. 1. Storage constants and Gamma function arguments were calculated within the range of 1.2 to 6.42 and of 1.28 to 8.05 respectively by the moment method as the parameters for the analysis of runoff hydrograph based on linear time-invariant model. 2. Parameters for both linear time-invariant and linear time-variant models were calibrated with nine gaged watershed data, using a trial and error method. The resulting parameters including Gamma function argument, N and storage constant, K for linear time-invariant model were related statistically to watershed characteristic variables such as area, slope, length of main stream and the centroid length of the basin. 3. Average relative errors of the simulated peak discharge of calibrated runoff hydrographs by using linear time-variant and linear time-invariant models were shown to be 0.75 and 5.42 percent respectively to the peak of observed runoff hydrographs. Correlation coefficients for the statistical analysis in the same condition were shown to be 0.999 and 0.978 with a high significance respectively. Therefore, it can be concluded that the accuracy of a linear time-variant model is approaching more closely to the observed runoff hydrograph than that of a linear time-invariant model in the applied watersheds. 4. Average relative errors of the time to peak of calibrated runoff hydrographs by using linear time-variant and linear time-invariant models were shown to be 16.44 and 19.89 percent respectively to the time to peak of observed runoff hydrographs. Correlation coefficients in the same condition were also shown to be 0.999 and 0.886 with a high significance respectively. 5. It can be seen that the shape of simulated hydrograph based on a linear time- variant model is getting closer to the observed runoff hydrograph than that of a linear time-invariant model in the applied watersheds. 6. Two different models were verified with different rainfall-runoff events from data for the calibration by relative error and correlation analysis. Consequently, it can be generally concluded that verification results for the peak discharge and time to peak of simulated runoff hydrographs were in good agreement with those of calibrated runoff hydrographs.

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관개 논에서의 영양물질 추정 모형의 개발 (Development of CREAMS-PADDY Model for Simulating Pollutants from Irrigated Paddies)

  • 서춘석;박승우;김상민;강문성;임상준;윤광식
    • 한국농공학회지
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    • 제44권3호
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    • pp.146-156
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    • 2002
  • The objective of this study was to develop a modified CREAMS model for paddy field conditions. The model simulates daily balance of water and nutrient from irrigated paddies using meteorological, irrigation, and agricultural management data. The model simulates daily evapotranspiration of paddy using Penman equation and determines daily flooding depth changes. Total nitrogen and phosphorus concentrations within flooding water, surface runoff, and leaching water from a paddy field also can be simulated. Parameters of the model were calibrated using observed data of the Agricultural Experiment Station of the Seoul National University in Suwon Korea. The model was applied for the irrigation period of paddy field in Gicheon area when 1,234 mm annual rainfall was occurred. The simulated losses of the total nitrogen and total phosphorous were 11.27 kg/ha and 0.98 kg/ha, respectively. There was a good agreement between observed and simulated data. It was found that CREAMS-PADDY model was capable of predicting runoff and nutrient losses from irrigated paddy fields.

분포형 강우유출모형 KIMSTORM을 이용한 침수실적자료와의 비교를 통한 레이더강우의 효용성 연구 (A Study on the Effectiveness of Radar Rainfall by Comparing with Flood Inundation Record Map Using KIMSTORM (Grid-based KIneMatic Wave STOrm Runoff Model))

  • 안소라;정충길;김성준
    • 한국수자원학회논문집
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    • 제48권11호
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    • pp.925-936
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    • 2015
  • 본 연구의 목적은 이중편파 레이더 강우자료와 격자기반 분포형 강우-유출 모형인 KIMSTORM(KIneMatic wave STOrm Runoff Model)을 이용하여 유출해석을 수행하고, 침수실적자료와의 비교를 통해 레이더 강우자료의 효용성을 검토하는데 있다. 남강댐유역($2,293km^2$)을 대상으로, 2012년 4개의 강우 이벤트(집중호우, 카눈, 볼라벤, 산바)에 대하여 비슬산 레이더 강우자료를 사용하였다. 분포형 모형은 28개 지점 강우와 레이더 강우를 이용하여 보정되었으며, $R^2$(coefficient of determination), ME(model efficiency), VCI(volume conservation index)를 이용하여 적용성을 평가하였다. 모형의 보정결과, $R^2$, ME, VCI의 평균이 지점강우를 이용한 경우 각각 0.85, 0.78, 1.09, 레이더 강우를 이용한 경우 각각 0.85, 0.78, 0.96의 결과를 보였다. 태풍 산바에 의한 하천범람 침수실적자료의 두 침수지역(신연지구와 문대/신기지구)과 레이더와 지상강우에 의한 유출분석 결과를 비교하였다. 신연지구와 문대/신기지구 두 침수지역에서 레이더강우가 지상강우보다 더 많은 지역강우를 발생시켜 지표유출량을 더 크게 모의하는 것을 확인할 수 있었다. 특히 수위관측소가 존재하는 문대/신기지구의 경우, 지점강우보다 레이더 강우가 침수지역내 수위관측소의 실제 첨두유량에 가깝게 모의하였으며, 하천수위도 0.72m 높게 모의하였다.

레이더 추정강우의 수문학적 활용 (II): 불확실성 해석 (Hydrologic Utilization of Radar-Derived Rainfall (II) Uncertainty Analysis)

  • 김진훈;이경도;배덕효
    • 한국수자원학회논문집
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    • 제38권12호
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    • pp.1051-1060
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    • 2005
  • 본 연구에서는 관악산 레이더 자료로부터 소양강 유역에서 최적 추정된 레이더 강우로 준분포형 TOPMODEL의 적용성을 평가하고 Monte Carlo난수발생 기법과 연계한 앙상블 유량모의 기법을 구축하여 레이더 추정강우가 가질 수 있는 불확실성이 수문모형에 미치는 영향을 모형의 매개변수와 연계하여 분석하였다. 레이더 추정강우를 활용하여 소양강 유역의 유량계산을 2003년 7월의 사례기간 동안 수행한 결과 실시간 편차보정 기법으로 수정된 레이더 입력강우의 경우 관측유량과 비교하여 매우 잘 일치하는 것으로 나타나 레이더 추정강우의 수문학적 활용성은 매우 높은 것으로 판단된다. 불확실성 분석에서는 레이더 강우가 가질 수 있는 불확실성이 수문모형의 매개변수 불확실성보다 덜 민감하게 영향을 미치는 것으로 검토되었고 레이더 강우와 매개변수가 혼합된 불확실성이 유량모의에서 가장 큰 오차를 보일 수 있는 것으로 검토되었다.

다방향 흐름 분배와 실시간 보정 알고리듬을 이용한 분포형 강우-유출 모형 개발(II) - 적용 - (Development of Distributed Rainfall-Runoff Model Using Multi-Directional Flow Allocation and Real-Time Updating Algorithm (II) - Application -)

  • 김극수;한건연;김광섭
    • 한국수자원학회논문집
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    • 제42권3호
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    • pp.259-270
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    • 2009
  • 본 연구에서는 다방향 흐름 분배 알고리듬과 실시간 유출 보정 알고리듬을 이용하여 개발한 분포형 강우 유출모형의 실제 유역에 대한 적용성을 평가하였다. 안동댐과 남강댐 유역에 대해 각각 우량계 관측자료와 레이더 관측 우량자료를 이용하여 분포형 강우-유출 모의를 수행하였다. 이전의 호우사상에 대한 유역 매개변수 보정 실시 후 보정된 매개변수를 이용하여 다른 호우사상에 대해 모형을 적용하였다. 안동댐 유역에 대해 흐름 군집화 결과를 제시함으로써 다방향 흐름 분배 알고리듬의 흐름추적에 대한 물리적 타당성을 입증하였다. 다방향 흐름 분배 알고리듬을 이용하여 정확도를 유지하면서 계산소요시간 단축이 이루어졌으며 실시간 유출 보정 알고리듬의 적용을 통해 좀 더 향상된 정확도를 갖는 결과가 도출되었다. 본 연구에서 개선된 유역 홍수관리를 위한 분포형 강우 유출 모형의 활용가능성을 제시하였다.

인공강우를 이용한 축산 자원화물의 비점오염 배출 특성 분석 (Analysis of Livestock Resources on NPS Pollution Characteristics by Rainfall Simulation)

  • 원철희;최용훈;신민환;서지연;최중대
    • 한국농공학회논문집
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    • 제53권2호
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    • pp.67-74
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    • 2011
  • This research focused on the investigation of runoff and nonpoint sources (NPS) pollution characteristics from small soil box plots treated by livestock waste composts. An indoor rainfall simulation was performed over the plots for 60 minutes. Simulated rainfall intensities were 32.4, 43.2, 50.3 and 57.1 mm/hr respectively. Slope of soil box plots was $10^{\circ}$ and $20^{\circ}$, respectively. Rainfall simulation replicated 5 times and the experiment was conducted every four days five times. As the slope of soil box increased, NPS pollution loads increased. And as rainfall intensity was increased from 32.4 to 57.1 mm/hr, NPS pollution loads gradually increased, too. Discharge of NPS pollution loads was the largest in the first simulation and thereafter decreased gradually. Discharged BOD load to the total applied load from $10^{\circ}$ plots, ranged 0.2 to 0.7 %, was 8.4 to 50.0 % lower than slope $20^{\circ}$ plots. When the application rate increased twice, the increase of pollution load was between 1.7~5.7 times. Analysis of Pearson's correlation coefficient showed that organic matter content in pig compost and NPS pollution loads were correlated well. While under liquid compost application, the correlation coefficients between them were not good. It was concluded that application of livestock resources need to consider long-term weather forecast and if necessary, NPS reduction measures must be preceded in order to reduce NPS pollution discharge.

포아송 클러스터 강우생성 모형의 홍수 모의 적용성 평가 (The Application of the Poisson Cluster Rainfall Generation Model to the Flood Analysis)

  • 김동균;신지예;이승오;김태웅
    • 한국수자원학회논문집
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    • 제46권5호
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    • pp.439-447
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    • 2013
  • 본 연구는 우리나라 전역에 대하여 제작된 Modified Bartlett-Lewis Rectangular Pulse (MBLRP) 강우생성 모형의 모수 지도의 적용성을 홍수 재현의 관점에서 평가하였다. MBLRP 모형을 통해 생성된 가상 강우시계열을 사용하여 산정된 확률강우량은 관측치를 사용하여 산정된 확률강우량 보다 약5%에서 40%정도 작았고, 확률강우량의 재현기간이 클수록 과소산정의 정도가 크게 나타났다. 가상의 도시 유역에 MBLRP 모형을 적용하여 산정한 확률홍수량은 관측치를 사용하여 산정한 확률홍수량 보다 약20%에서 45%정도 작게 나타났고, 확률홍수량의 재현기간이 클수록, 그리고 유역의 불투수성이 작을수록 과소산정의 정도가 크게 나타났다.

영산호 운영을 위한 홍수예보모형의 개발(I) -나주지점의 홍수유출 추정- (River Flow Forecasting Model for the Youngsan Estuary Reservoir Operations(I) -Estimation Runof Hydrographs at Naju Station)

  • 박창언;박승우
    • 한국농공학회지
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    • 제36권4호
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    • pp.95-102
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    • 1994
  • The series of the papers consist of three parts to describe the development, calibration, and applications of the flood forecasting models for the Youngsan Estuarine Dam located at the mouth of the Youngsan river. And this paper discusses the hydrologic model for inflow simulation at Naju station, which constitutes 64 percent of the drainage basin of 3521 .6km$^2$ in area. A simplified TANK model was formulated to simulate hourly runoff from rainfall And the model parameters were optirnized using historical storm data, and validated with the records. The results of this paper were summarized as follows. 1. The simplified TANK model was formulated to conceptualize the hourly rainfall-run-off relationships at a watershed with four tanks in series having five runoff outlets. The runoff from each outlet was assumed to be proportional to the storage exceeding a threshold value. And each tank was linked with a drainage hole from the upper one. 2. Fifteen storm events from four year records from 1984 to 1987 were selected for this study. They varied from 81 to 289rn'm The watershed averaged, hourly rainfall data were determined from those at fifteen raingaging stations using a Thiessen method. Some missing and unrealistic records at a few stations were estimated or replaced with the values determined using a reciprocal distance square method from abjacent ones. 3. An univariate scheme was adopted to calibrate the model parameters using historical records. Some of the calibrated parameters were statistically related to antecedent precipitation. And the model simulated the streamflow close to the observed, with the mean coefficient of determination of 0.94 for all storm events. 4. The simulated streamflow were in good agreement with the historical records for ungaged condition simulation runs. The mean coefficient of determination for the runs was 0.93, nearly the same as calibration runs. This may indicates that the model performs very well in flood forecasting situations for the watershed.

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대기질 예측을 위한 기후·대기환경 통합모델링시스템 (ICAMS)의 기온 및 강수량 예측 능력 평가 (Evaluation of Temperature and Precipitation on Integrated Climate and Air Quality Modeling System (ICAMS) for Air Quality Prediction)

  • 최진영;김승연;홍성철;이재범;송창근;이현주;이석조
    • 한국대기환경학회지
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    • 제28권6호
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    • pp.615-631
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    • 2012
  • This study provides an evaluation for capability of Integrated Climate and Air quality Modeling System (ICAMS) on future regional scale climate projection. Temperature and precipitation are compared between ground-level observation data and results of regional models (MM5) for the past 30 years over the Korean peninsula. The ICAMS successfully simulates the local-scale spatial/seasonal variation of the temperature and precipitation. The probability distribution of simulated daily mean and minimum temperature agree well with the observed patterns and trends, although mean temperature shows a little cold bias about $1^{\circ}C$ compared to observations. It seems that a systematic cold bias is mostly due to an underestimation of maximum temperature. In the case of precipitation, the rainfall in winter and light rainfall are remarkably simulated well, but summer precipitation is underestimated in the heavy rainfall phenomena of exceeding 20 mm/day. The ICAMS shows a tendency to overestimate the number of washout days about 7%. Those results of this study indicate that the performance of ICAMS is reasonable regarding to air quality predication over the Korean peninsula.

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

  • 한정호;이동준;강부식;정세웅;장원석;임경재;김종건
    • 한국물환경학회지
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    • 제33권2호
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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.