• Title/Summary/Keyword: Distributed rainfall-runoff model

Search Result 179, Processing Time 0.026 seconds

Runoff Analysis using ModClark Model (ModClark 모형을 이용한 유출 해석)

  • Ahn, Sang-Jin;Yoon, Seok-Hwan
    • Journal of Korea Water Resources Association
    • /
    • v.38 no.3 s.152
    • /
    • pp.245-257
    • /
    • 2005
  • The purpose of the present study is examining the changes of runoff characteristics and extracting hydrologic parameters by applying ModClark model on grid divided watershed. Bocheong stream basin in Geum River system, one of the representative watersheds of IHP projects, is selected. Hydrology-based topographical informations are calculated using GIS data in the HEC-GeoHMS V1.1 extension in Arcview 3.2. The ModClark model requires precipitation data in a gridded format. The gridded data must be recorded in the HEC Data Storage System file format. Therefore, kriging method was used to interpolate the point values to create a grid that gives each cell over the entire watershed a precipitation value. Hec-DSSVue program was used to create DSS file for the rain gage data. The completed HEC-HMS model was calibrated for use in simulating three measured storm events and cell size of 10000m, 5000m, 2000m, 1000m was chosen for the application. As the result of applying distributed rainfall-runoff model to analyze relatively good agreement for peak discharge, runoff volume and peak time.

An Extended Model Evaluation Method using Multiple Assessment Indices (MAIs) under Uncertainty in Rainfall-Runoff Modeling (강우-유출 모델링의 불확실성 고려한 다중 평가지수에 의한 확장형 모형평가 방법)

  • Lee, Gi-Ha;Jung, Kwan-Sue;Tachikawa, Yasuto
    • Proceedings of the Korea Water Resources Association Conference
    • /
    • 2010.05a
    • /
    • pp.591-595
    • /
    • 2010
  • Conventional methods of model evaluation usually rely only on model performance based on a comparison of simulated variables to corresponding observations. However, this type of model evaluation has been criticized because of its insufficient consideration of the various uncertainty sources involved in modeling processes. This study aims to propose an extended model evaluation method using multiple assesment indices (MAIs) that consider not only the model performance but also the model structure and parameter uncertainties in rainfall-runoff modeling. A simple reservoir model (SFM) and distributed kinematic wave models (KWMSS1 and KWMSS2 using topography from 250m, 500m, and 1km digital elevation models) were developed and assessed by three MAIs for model performance, model structural stability, and parameter identifiability. All the models provided acceptable performance in terms of a global response, but the simpler SFM and KWMSS1 could not accurately represent the local behaviors of hydrographs. In addition, SFM and KWMSS1 were structurally unstable; their performance was sensitive to the applied objective functions. On the other hand, the most sophisticated model, KWMSS2, performed well, satisfying both global and local behaviors. KMSS2 also showed good structural stability, reproducing hydrographs regardless of the applied objective functions; however, superior parameter identifiability was not guaranteed. Numerous parameter sets could lead to indistinguishable hydrographs. This result supports that while making a model complex increases its performance accuracy and reduces its structural uncertainty, the model is likely to suffer from parameter uncertainty. The proposed model evaluation process can provide an effective guideline for identifying a reliable hydrologic model.

  • PDF

Extraction of Soil Wetness Information and Application to Distribution-Type Rainfall-Runoff Model Utilizing Satellite Image Data and GIS (위성영상자료와 GIS를 활용한 토양함수정보 추출 및 분포형 강우-유출 모형 적용)

  • Lee, Jin-Duk;Lee, Jung-Sik;Hur, Chan-Hoe;Kim, Suk-Dong
    • Journal of Korean Society for Geospatial Information Science
    • /
    • v.19 no.3
    • /
    • pp.23-32
    • /
    • 2011
  • This research uses a distributed model, Vflo which can devide subwater shed into square grids and interpret diverse topographic elements which are obtained through GIS processing. To use the distributed model, soil wetness information was extracted through Tasseled Cap transformation from LANDSAT 7 $ETM^+$ satellite data and then they were applied to each cell of the test area, unlike previous studies in which have applied average soil condition of river basin uniformly regardless of space-difference in subwater shed. As a resut of the research, it was ascertained the spatial change of soil wetness is suited to the distributed model in a subwater shed. In addition, we derived out a relation between soil wetness of image collection time and 10 days-preceded rainfall and improved the feasibility of weights obtained by the relation equation.

Development and application of the estimation method of flood damage in the ungauged basin using satellite data (위성자료를 활용한 미계측유역의 홍수피해액 추산기법 개발 및 적용)

  • Yeom, Woong-Sun;Park, Dong-Hyeok;Ahn, Jaehyun
    • Journal of Korea Water Resources Association
    • /
    • v.53 no.12
    • /
    • pp.1183-1192
    • /
    • 2020
  • Economic analysis is a basic step in establishing disaster mitigation measures, but it is difficult to verify the results due to uncertainty. Therefore, the scope of investigation and analysis is wide. However, it is difficult to predict the amount of damage caused by flooding because the collection of relevant data is limited in the ungauged basin. In this study, distributed runoff analysis and flooding analysis were performed, and a method of estimating the amount of flood damage in the ungauged basin was proposed using collectible social and economic indicators and flood analysis results. For distributed runoff analysis and flooding analysis, GRM (Grid based Rainfall-runoff Model) and G2D (Grid based 2-Dimensional land surface flood model) developed by Korea Institute of Civil engineering and Building Technology were used. The method of substituting collectible social and economic indicators into the simple method and improvement method was used to estimate the amount of flood damage. As a result of the study, it was possible to estimate the amount of flood damage using satellite data and social and economic indicators in the ungauged basin.

Application of Multi-Muskingum for Improving Applicability of Distributed Hydrologic Model (분포형 수문모형 적용성 개선을 위한 Multi-Muskingum 적용)

  • Cho, Hyungon;Choi, Kyuhyun;Kim, Gwangseob
    • Proceedings of the Korea Water Resources Association Conference
    • /
    • 2017.05a
    • /
    • pp.407-407
    • /
    • 2017
  • 홍수 예측을 위한 분포형 수문모형의 유출해석에서 하도추적은 수리학적 하도 추적과 수문학적 하도 추적 방법이 있다. 수리학적 하도 추적은 운동파 방정식, 확산파 방정식 등을 이용하여 수리현상을 시간과 공간으로 편미분하여 홍수량 예측을 한다. 수리적 하도 추적은 시간적, 공간적 안정조건(stability condition)을 만족해야된다. 면적이 큰 유역에서 적용할 때에는 계산에 소요되는 시간이 크다. 그러므로 국지호우로 인한 돌방홍수 예 경보를 위해서는 준실시간 또는 실시간 홍수 감시 및 예측이 필요하므로 계산에 소요되는 시간이 큰 수리학적 하도추적을 이용한 홍수 예측은 한계를 가진다. 본 연구에서는 유역면적이 큰 유역의 준실시간 홍수 감시 및 예측을 위하여 수문학적 하도추적 기법은 하천차수별 저류상수를 적용한 multi-Muskingum방법을 개발하여 모의하였다. multi-Muskingum 적용한 결과 모의시간이 상당히 단축되었으며 자료동화 기법을 통하여 모형의 정확도를 개선하였다.

  • PDF

Analysis of Runoff Impact by Land Use Change - Using Grid Based Kinematic Wave Storm Runoff Model (KIMSTORM) - (토지이용의 변화가 홍수유출에 미치는 영향분석)

  • Kim, Seong-Joon;Park, Geun-Ae;Chun, Moo-Kab
    • Journal of Korea Water Resources Association
    • /
    • v.38 no.4 s.153
    • /
    • pp.301-311
    • /
    • 2005
  • The purpose of this study is to assess the quantitative effect of stream discharge due to land use changes. The upstream watershed of Pyeongtaek gauging station of Anseong-cheon ($592.6\;km^2$) was adopted. To accomplish the purpose, firstly, trace land use changes for the selected watershed which have some changes of land use by using Landsat images of 1986 and 1999 of the watershed and secondly, analyse the quantitative effect of stream discharge due to land use changes by applying GIS- based distributed hydrologic model KIMSTORM. The model was calibrated and verified at 2 locations (Pyeongtaek and Gongdo) by comparing observed with simulated discharge results for 7 storm events from 1998 to 2003. Model output was designed to provide information of land use impact on runoff components in the watershed and the sensitivity of impact level of each land use category on storm runoff. Land use impact was evaluated with the land use data sets for 1986 and 1999 for the same rainfall condition (160.5 mm). Area decrease of 4.8 percent of forest and 4.0 percent of paddy field during 13 years (1986 - 1999) within the watershed caused a 30.3 percent increase of peak runoff and a 9.3 percent increase of runoff volume.

The Study of Rainfall-Runoff Analysis according to DEM Gird-Size by using Distributed Rainfall Runoff Model (격자 크기에 따른 분포형 유출 모형의 강우-유출해석에 관한 연구)

  • Moon, Young-Il;Choi, Byoung-Hwa;Ahn, Jae-Hyun;Oh, Tae-Suk
    • Proceedings of the Korea Water Resources Association Conference
    • /
    • 2006.05a
    • /
    • pp.1787-1791
    • /
    • 2006
  • 수공 구조물 설계를 위한 설계홍수량의 산정은 실측홍수량의 빈도해석을 통해 빈도별 설계 홍수량을 결정하는 것이 가장 바람직하나, 관측 홍수량 자료의 부족으로 인해 대상 유역의 강우량을 강우-유출 모형에 입력하여 설계 홍수량을 구하는 것이 일반적이다. 이러한 목적을 위해 이용되는 강우-유출 모형의 효과적인 적용을 위해서는 적절한 모형 매개변수의 결정이 매우 중요하며, 이를 위해 주로 이용되는 GIS 프로그램의 경우에는 적절한 격자 크기의 결정이 매개 변수 및 홍수량의 산정에 큰 영향을 미치게 된다. 본 연구에서는 분포형 강우-유출 모형인 TOPMODEL을 이용한 분석을 실시하였으며, 격자 크기의 변화에 따른 홍수량의 변화를 실측 홍수량과 비교 분석하였다. 분석 결과 괴산댐 유역 의 경우 격자 크기 $100{\times}100m$일 때 추출된 지형학적 매개변수를 이용해서 모의한 유출량이 실측 유량과 가장 근접한 것으로 분석 되었으며, 격자 크기에 따른 홍수량의 변화를 파악할 수 있었다. 추후 대상 유역을 확대한 연구를 통해 유역특성에 따른 격자 크기 결정 기준이 수립된 다면 분포형 강우-유출 모형의 신뢰성 향상에 기여할 수 있을 것으로 기대된다.

  • PDF

Development of Kinematic Wave-based Distributed Model for Flood Discharge Analysis (홍수유출해석을 위한 운동파기반의 분포형모형 개발 및 적용)

  • Park, Jin-Hyeog;Hur, Young-Teck
    • Journal of Korea Water Resources Association
    • /
    • v.41 no.5
    • /
    • pp.455-462
    • /
    • 2008
  • In this research, a distributed rainfall-runoff model based on physical kinematic wave was developed to simulate temporal and spatial distribution of flood discharge considering grid rainfall and grid based hydrological information. The developed model can simulate temporal change and spatial distribution of surface flow and sub-surface flow during flood period, and input parameters of ASCII format as pre-process can be extracted using GIS such as ArcGIS and ArcView. Output results of ASCII format as post-process can be created to express distribution of discharge in the watershed using GIS. The Namgang Dam Watershed was divided into square grids of 500m resolution and calculated by kinematic wave into an outlet through channel networks to review capability of the developed model. The model displayed precise results to be compared to the hydrograph.

LIDMOD3 Development for Design and Evaluation of Low Impact Development (저영향개발기법 설계 및 평가를 위한 LIDMOD3 개발)

  • Jeon, Ji-Hong;Seo, Seong-Cheol
    • Journal of Korean Society on Water Environment
    • /
    • v.34 no.4
    • /
    • pp.382-390
    • /
    • 2018
  • In this study, the LIDMOD3 was developed to design and evaluate low impact development (LIDMOD). In the same fashion, the LIDMOD3 employs a curve number (NRCS-CN) method to estimate the surface runoff, infiltration and event mean concentration as applicable to pollutant loads which are based on a daily time step. In these terms, the LIDMOD3 can consider a hydrologic soil group for each land use type LID-BMP, and the applied removal efficiency of the surface runoff and pollutant loads by virtue of the stored capacity, which was calculated by analyzing the recorded water balance. As a result of Model development, the LIDMOD3 is based on an Excel spread sheet and consists of 8 sheets of information data, including: General information, Annual precipitation, Land use, Drainage area, LID-BMPs, Cals-cap, Parameters, and the Results. In addition, the LIDMOD3 can estimate the annual hydrology and annual pollutant loads including surface runoff and infiltration, the LID efficiency of the estimated surface runoff for a design rainfall event, and an analysis of the peak flow and time to peak using a unit hydrolograph for pre-development, post-development without LID, and as calculated with LID. As a result of the model application as applied to an apartment, the LIDMOD3 can estimate LID-BMPs considering a well spatical distributed hydroloic soil group as realized on land use and with the LID-BMPs. Essentially, the LIDMOD3 is a screen level and simple model which is easy to use because it is an Excel based model, as are most parameters in the database. This system can be expected to be widely used at the LID site to collect data within various programmable model parameters for the processing of a detail LID model simulation.

An Evaluation of Snowmelt Effects Using SWAT in Chungju Dam Basin (SWAT을 활용한 충주댐 유역의 융설 영향 평가)

  • Kim, Nam-Won;Lee, Byong-Ju;Lee, Jeong-Eun
    • Journal of Korea Water Resources Association
    • /
    • v.39 no.10 s.171
    • /
    • pp.833-844
    • /
    • 2006
  • The objective of this study is to evaluate the snowmelt effects on the hydrological components, especially on the runoff, by using the soil water assessment tool(SWAT) which is a continuous semi-distributed long term rainfall-runoff model. The model was applied to the basin located in the upstream of the Chungju Dam. Some parameters in the snowmelt algorithm were estimated for the Chungju basin in order to reflect the snowmelt effects. The snowmelt effects were assessed by comparing the simulated runoff with the observed runoff data at the outlet of the basin. It was found out that the simulated runoff with considering the snowmelt component matches more satisfactorily to the observed one than without considering snowmelt effect. The simulation results revealed that the snowmelt effects were noticeable on March and April. Similar results were obtained at other two upstream gauging points. The effect of the elevation bands which distribute temperature and precipitation with elevation was analyzed. This study also showed that the snowmelt effect significantly affects the temporal distribution as well as quantity of the hydrological components. The simulated runoff was very sensitive to the change of temperature near the threshold temperature which the snowmelt can occur. However, the reason was not accounted for this paper, Therefore, further analyses related to this feature are needed.