• 제목/요약/키워드: Hydrological function

검색결과 118건 처리시간 0.032초

선형 이산화 입력-출력 모형의 매개변수 결정에 관한 연구 (Estimation of Parameters of the Linear, Discrete, Input-Output Model)

  • 강주복;강인식
    • 한국환경과학회지
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    • 제2권3호
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    • pp.193-199
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    • 1993
  • This study has two objectives. One is developing the runoff model for Hoe-Dong Reservoir basin located at the upstream of Su-Young River in Pusan. To develop the runoff model, basic hydrological parameters - curve number to find effective rainfall, and storage coefficient, etc. - should be estimated. In this study, the effective rainfall was calculated by the SCS method, and the storage coefficient used in the Clark watershed routing was cited from the report of P.E.B. The other is the derivation of transfer function for Hoe-Dong Reservoir basin. The linear, discrete, input-output model which contained six parameters was selected, and the parameters were estimated by the least square method and the correlation function method, respectively. Throughout this study, rainfall and flood discharge data were based on the field observation in 1981.8.22 - 8.23 (typhoon Gladys). It was observed that the Clark watershed routing regenerated the flood hydrograph of typhoon Gladys very well, and this fact showed that the estimated hydrological parameters were relatively correct. Also, the calculated hydrograph by the linear, discrete, input-output model showed good agreement with the regenerated hydrograph at Hoe-Dong Dam site, so this model can be applicable to other small urban areas. Key Words : runoff, effective rainfall, SCS method, clark watershed iou상ng, hydrological parameters, parameter estimation, least square method, correlation function method, input-output model, typhoon gladys.

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Strahler 차수법칙에 따른 하천망 해상도가 수문학적 응답함수에 미치는 영향 (The Effect of The Channel Networks Resolution According to Strahler's Ordering Scheme on The Hydrological Response Function)

  • 최용준;안정민;김주철
    • 대한공간정보학회지
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    • 제20권1호
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    • pp.13-20
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    • 2012
  • 본 연구의 목적은 유역 하천망의 발달에 따른 수문응답함수의 변화양상 분석에 있다. 이를 위한 대상유역은 보청천의 탄부수위표를 출구로 하는 소유역을 선정하였다. 적용된 하천망은 Strhler 차수분류법에 의해 구성된 하천망과 유역 내 모든 격자가 하천 또는 지표면으로 구성된 경우로 총 10가지로 구성하였다. 각각의 경우에 대해 대상유역 내 모든 격자의 지표면과 하천 배수경로 길이를 산정하였으며 Nash 모형을 이용하여 수문응답함수를 결정하였다. 분석결과 하천망이 발달함에 따라 수문응답함수의 첨두유량은 크게 나타나며, 첨두시간은 작아지는 양상을 보였다. 또한 응답함수의 통계적 특성을 살펴 본 결과 하천망의 발달에 따라 유하시간의 평균(지체시간)과 분산이 지수적으로 감소함을 알 수 있었다.

산지사면의 실측토양수분을 이용한 전이함수 모형의 적용 (Transfer Functional Modeling Using Soil Moisture Measurements at a Steep Forest Hillslope)

  • 김상현
    • 한국환경과학회지
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    • 제22권4호
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    • pp.415-424
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    • 2013
  • In this paper, time series of soil moisture were measured for a steep forest hillslope to model and understand distinct hydrological behaviours along two different transects. The transfer function analysis was presented to characterize temporal response patterns of soil moisture for rainfall events. The rainfall is a main driver of soil moisture variation, and its stochastic characteristic was properly treated prior to the transfer function delineation between rainfall and soil moisture measurements. Using field measurements for two transects during the rainy season in 2007 obtained from the Bumrunsa hillslope located in the Sulmachun watershed, a systematic transfer functional modeling was performed to configure the relationships between rainfall and soil moisture responses. The analysis indicated the spatial variation pattern of hillslope hydrological processes, which can be explained by the relative contribution of vertical, lateral and return flows and the impact of transect topography.

Improving streamflow prediction with assimilating the SMAP soil moisture data in WRF-Hydro

  • Kim, Yeri;Kim, Yeonjoo
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2021년도 학술발표회
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    • pp.205-205
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    • 2021
  • Surface soil moisture, which governs the partitioning of precipitation into infiltration and runoff, plays an important role in the hydrological cycle. The assimilation of satellite soil moisture retrievals into a land surface model or hydrological model has been shown to improve the predictive skill of hydrological variables. This study aims to improve streamflow prediction with Weather Research and Forecasting model-Hydrological modeling system (WRF-Hydro) by assimilating Soil Moisture Active and Passive (SMAP) data at 3 km and analyze its impacts on hydrological components. We applied Cumulative Distribution Function (CDF) technique to remove the bias of SMAP data and assimilate SMAP data (April to July 2015-2019) into WRF-Hydro by using an Ensemble Kalman Filter (EnKF) with a total 12 ensembles. Daily inflow and soil moisture estimates of major dams (Soyanggang, Chungju, Sumjin dam) of South Korea were evaluated. We investigated how hydrologic variables such as runoff, evaporation and soil moisture were better simulated with the data assimilation than without the data assimilation. The result shows that the correlation coefficient of topsoil moisture can be improved, however a change of dam inflow was not outstanding. It may attribute to the fact that soil moisture memory and the respective memory of runoff play on different time scales. These findings demonstrate that the assimilation of satellite soil moisture retrievals can improve the predictive skill of hydrological variables for a better understanding of the water cycle.

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베이지안 네트워크와 코플라 함수의 결합을 통한 가뭄전이 발생확률의 정량적 분석 (Quantitative analysis of drought propagation probabilities combining Bayesian networks and copula function)

  • 신지예;유재희;권현한;김태웅
    • 한국수자원학회논문집
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    • 제54권7호
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    • pp.523-534
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    • 2021
  • 수문순환 과정에서 강수량의 부족으로 발생된 기상학적 가뭄은 농업 및 수문학적 가뭄으로 전이된다. 기상학적 가뭄과 다르게 농업적 가뭄과 수문학적 가뭄의 발생은 인간 생활에 직접적으로 영향을 미치기 때문에 가뭄의 전이과정을 분석하는 것은 가뭄의 효과적 대비와 대응을 위하여 필요한 일이다. 본 연구에서는 관측된 강수량과 수문모형으로 모의된 자연유출량 자료를 바탕으로 기상학적 가뭄과 수문학적 가뭄을 정의하고, 베이지안 네트워크 모형을 활용하여 기상학적 가뭄과 수문학적 가뭄 간의 전이 관계를 확률론적으로 분석하였다. 베이지안 네트워크의 결합확률을 산정하기 위하여 코플라함수를 활용하였다. 분석 결과, 기상학적 가뭄이 보통가뭄 상황에서는 수문학적 가뭄으로 전이될 확률은 0.41 ~ 0.63, 기상학적 가뭄이 극심한 경우에는 수문학적 가뭄으로 전이될 확률은 0.83 ~ 0.98이었다. 즉, 기상학적 가뭄이 심화됨에 따라 수문학적 가뭄으로 전이될 확률은 증가되었다. 계절별로는 가을에 가뭄전이 발생확률이 0.71 ~ 0.89로 가장 높으며, 겨울에는 0.41 ~ 0.62의 값으로 낮게 산정되었다. 결론적으로 여름에서 가을까지 기상학적 가뭄 심도가 심화됨에 따라서 수문학적 가뭄으로의 전이 확률이 높아지며, 해당 시기 동안 가뭄에 적절한 대응을 수행하면 가뭄의 예방이 가능할 것이다.

고준위 방사성폐기물 처분장에서 벤토나이트 완충제에 대한 열-수리-화학 작용 개념 모델링 (Conceptual Modeling Coupled Thermal-Hydrological-Chemical Processes in Bentonite Buffer for High-Level Nuclear Waste Repository)

  • 최병영;류지훈;박진영
    • 방사성폐기물학회지
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    • 제14권1호
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    • pp.1-9
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    • 2016
  • In this study, thermal-hydrological-chemical modeling for the alteration of a bentonite buffer is carried out using a simulation code TOUGHREACT. The modeling results show that the water saturation of bentonite steadily increases and finally the bentonite is fully saturated after 10 years. In addition, the temperature rapidly increases and stabilizes after 0.5 year, exhibiting a constant thermal gradient as a function of distance from the copper tube. The change of thermal-hydrological conditions mainly results in the alteration of anhydrite and calcite. Anhydrite and calcite are dissolved along with the inflow of groundwater. They then tend to precipitate in the vicinity of the copper tube due to its high temperature. This behavior induces a slight decrease in porosity and permeability of bentonite near the copper tube. Furthermore, this study finds that the diffusion coefficient can significantly affect the alteration of anhydrite and calcite, which causes changes in the hydrological properties of bentonite such as porosity and permeability. This study may facilitate the safety assessment of high-level radioactive waste repositories.

Exploring the factors responsible for variation in streamflow using different Budyko-base functions

  • Shah, Sabab Ali;Jehanzaib, Muhammad;Kim, Min Ji;Kim, Tae-Woong
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2022년도 학술발표회
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    • pp.140-140
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    • 2022
  • Recently an accurate quantification of streamflow under various climatological and anthropogenic factors and separation of their relative contribution remains challenging, because variation in streamflow may result in hydrological disasters. In this study, we evaluated the factors responsible for variation in streamflow in Korean watersheds, quantified separately their contribution using different Budyko-based functions, and identified hydrological breakpoint points. After detecting that the hydrological break point in 1995 and time series were divided into natural period (1966-1995), and disturbed period (1996-2014). During the natural period variation in climate tended to increase change in streamflow. However, in the disturbed period both climate variation and anthropogenic activities tended to increase streamflow variation in the watershed. Subsequently, the findings acquired from different Budyko-based functions were observed sensitive to selection of function. The variation in streamflow was observed in the response of change in climatic parameters ranging 46 to 75% (average 60%). The effects of anthropogenic activities were observed less compared to climate variation accounts 25 to 54% (average 40%). Furthermore, the relative contribution was observed to be sensitive corresponding to Budyko-based functions utilized. Moreover, relative impacts of both factors have capability to enhance uncertainty in the management of water resources. Thus, this knowledge would be essential for the implementation of water management spatial and temporal scale to reduce the risk of hydrological disasters in the watershed.

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기후학적 물수지에 의한 금강유역의 습윤/건조 상태 분석 (Analysis of Wetness/Dryness in Geum River Basin based on Climatic Water Balance)

  • 김주철;이상진
    • 한국물환경학회지
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    • 제26권2호
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    • pp.243-251
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    • 2010
  • Evapotranspiration and rainfall-runoff are the major components of hydrological cycle and thereby the changes of them can directly affect the wetness/dryness or runoff characteristics of basins. In this study the wetness/dryness in Geum river basin are classified by dint of cumulative probability density function of monthly moisture index and the long term changes of them are analyzed based on climatic water balance concept. The drought events in Geum river basin are selected through evaluation of monthly moisture index and the various hydrological properties of them are investigated in detail. Also the trends of time-series of climatic water balance components are examined by Seasonal Kendall test and the variability of hydrological cycle in Geum river basin during the recent decade is inquired. It is judged that the results of this study can be contributed to establishment of the counter plan against the future drought events as the fundamental information.

Water and mass balance analysis for hydrological model development in paddy fields

  • Tasuku, KATO;Satoko, OMINO;Ryota, TSUCHIYA;Satomi, TABATA
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2015년도 학술발표회
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    • pp.238-238
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    • 2015
  • There are demands for water environmental analysis of discharge processes in paddy fields, however, it is not fully understood in nutrients discharge process for watershed modeling. As hydrological processes both surface and ground water and agricultural water managements are so complex in paddy fields, the development of lowland paddy fields watershed model is more difficult than upland watershed model. In this research, the improvement of SWAT (Soil and Water Assessment Tool) model for a paddy watershed was conducted. First, modification of surface inundated process was developed in improved pot hole option. Those modification was evaluated by monitoring data. Second, the monitoring data in river and drainage channel in lowland paddy fields from 2012 to 2014 were analyzed to understand discharge characteristics. As a case study, Imbanuma basin, Japan, was chosen as typical land and water use in Asian countries. In this basin, lowland paddy fields are irrigated from river water using small pumps that were located in distribution within the watershed. Daily hydrological fluctuation was too complex to estimate. Then, to understand surface and ground water discharge characteristics in irrigation (Apr-Aug) and non-irrigation (Sep-Mar) period, the water and material balance analysis was conducted. The analysis was composed two parts, watershed and river channel blocks. As results of model simulation, output was satisfactory in NSE, but uncertainty was large. It would be coming from discharge process in return water. The river water and ground water in paddy fields were exchanged each other in 5.7% and 10.8% to river discharge in irrigation and non-irrigation periods, respectively. Through this exchange, nutrient loads were exchanged between river and paddy fields components. It suggested that discharge from paddy fields was not only responded to rainfall but dynamically related with river water table. In general, hydrological models is assumed that a discharge process is one way from watershed to river. However, in lowland paddy fields, discharge process is dynamically changed. This function of paddy fields showed that flood was mitigated and temporally held as storage in ground water. Then, it showed that water quality was changed in mitigated function in the water exchange process in lowland paddy fields. In future, it was expected that hydrological models for lowland paddy fields would be developed with this mitigation function.

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SOME GENERALIZED GAMMA DISTRIBUTION

  • Nadarajah Saralees;Gupta Arjun K.
    • Journal of the Korean Statistical Society
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    • 제36권1호
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    • pp.93-109
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    • 2007
  • Gamma distributions are some of the most popular models for hydrological processes. In this paper, a very flexible family which contains the gamma distribution as a particular case is introduced. Evidence of flexibility is shown by examining the shape of its pdf and the associated hazard rate function. A comprehensive treatment of the mathematical properties is provided by deriving expressions for the nth moment, moment generating function, characteristic function, Renyi entropy and the asymptotic distribution of the extreme order statistics. Estimation and simulation issues are also considered. Finally, a detailed application to drought data from the State of Nebraska is illustrated.