• Title/Summary/Keyword: urban catchment

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Analysis of runoff speed depending on the structure of stormwater pipe networks (우수관망 구조에 따른 유출 속도 분석)

  • Lee, Jinwoo;Chung, Gunhui
    • Journal of Korea Water Resources Association
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    • v.51 no.2
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    • pp.121-129
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    • 2018
  • Rainfall falling in the impervious area of the cities flows over the surface and into the stormwater pipe networks to be discharged from the catchment. Therefore, it is very important to determine the size of stormwater pipes based on the peak discharge to mitigate urban flood. Climate change causes the severe rainfall in the small area, then the peak rainfall can not be discharged due to the capacity of the stormwater pipes and causes the urban flood for the short time periods. To mitigate these type of flood, the large stormwater pipes have to be constructed. However, the economic factor is also very important to design the stormwater pipe networks. In this study, 4 urban catchments were selected from the frequently flooded cities. Rainfall data from Seoul and Busan weather stations were applied to calculate runoff from the catchments using SWMM model. The characteristics of the peak runoff were analyzed using linear regression model and the 95% confidence interval and the coefficient of variation was calculated. The drainage density was calculated and the runoff characteristics were analyzed. As a result, the drainage density were depended on the structure of stormwater pipe network whether the structures are dendritic or looped. As the drainage density become higher, the runoff could be predicted more accurately. it is because the possibility of flooding caused by the capacity of stormwater pipes is decreased when the drainage density is high. It would be very efficient if the structure of stormwater pipe network is considered when the network is designed.

Stochastic disaggregation of daily rainfall based on K-Nearest neighbor resampling method (K번째 최근접 표본 재추출 방법에 의한 일 강우량의 추계학적 분해에 대한 연구)

  • Park, HeeSeong;Chung, GunHui
    • Journal of Korea Water Resources Association
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    • v.49 no.4
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    • pp.283-291
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    • 2016
  • As the infrastructures and populations are the condensed in the mega city, urban flood management becomes very important due to the severe loss of lives and properties. For the more accurate calculation of runoff from the urban catchment, hourly or even minute rainfall data have been utilized. However, the time steps of the measured or forecasted data under climate change scenarios are longer than hourly, which causes the difficulty on the application. In this study, daily rainfall data was disaggregated into hourly using the stochastic method. Based on the historical hourly precipitation data, Gram Schmidt orthonormalization process and K-Nearest Neighbor Resampling (KNNR) method were applied to disaggregate daily precipitation into hourly. This method was originally developed to disaggregate yearly runoff data into monthly. Precipitation data has smaller probability density than runoff data, therefore, rainfall patterns considering the previous and next days were proposed as 7 different types. Disaggregated rainfall was resampled from the only same rainfall patterns to improve applicability. The proposed method was applied rainfall data observed at Seoul weather station where has 52 years hourly rainfall data and the disaggregated hourly data were compared to the measured data. The proposed method might be applied to disaggregate the climate change scenarios.

Effect of a Hydrologic Similarity Unit and Storm Sewer Resolution on the SWMM Model Performance (수문학적 유사단위와 우수관망의 공간정밀도가 SWMM모형 성과에 미치는 영향)

  • Ha, Sung-Ryong;Lee, Kang-Won
    • Journal of the Korean Association of Geographic Information Studies
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    • v.9 no.2
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    • pp.79-90
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    • 2006
  • The partitioning level of a catchment becomes an issue if the calculated results from different levels show the same performance regardless of the levels. This study aims to identify the proper processing level of spatial resolution for the SWMM model application in an urban area. Using GIS overlaying technique, the division of subcatchments as a hydrologic similarity unit (HSU) is achieved with a comprehensive consideration of surface slope conditions, flow directions of storm sewers, and current land cover situation. Three surface-sewer alternatives are made on the basis of three different levels of surface divisions as well as the number of sewer connections and used as runoff simulation fields for the application of SWMM. As the result, it is found that the effect of a spatial resolution on the surface runoff results is not significant. On the other hand, the accumulated pollution load from an unit subcatchment, which is built by aggregation of several unit subcatchments consisting of various land cover conditions is reduced through the deterioration of surface spatial resolution. Although overall runoff pattern and accumulated runoff are little affected by spatial resolution, the simulated runoff from sewer outlet shows slight difference at the peak appearance time. The gap between surface pollution load accumulated and it discharged from the sewer outlet in a surface-sewer alternative during runoff period is monitored but the level of error is less than 5-10% except the lowest spatial resolution case.

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A Study for an Automatic Calibration of Urban Runoff Model by the SCE-UA (집합체 혼합진화 알고리즘을 이용한 도시유역 홍수유출 모형의 자동 보정에 관한 연구)

  • Kang, Tae-Uk;Lee, Sang-Ho;Kang, Shin-Uk;Park, Jong-Pyo
    • Journal of Korea Water Resources Association
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    • v.45 no.1
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    • pp.15-27
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    • 2012
  • SWMM (Storm Water Management Model) has been widely used in the world as a typical model for flood runoff analysis of urban areas. However, the calibration of the model is difficult, which is an obstacle to easy application. The purpose of the study is to develop an automatic calibration module of the SWMM linked with SCE-UA (Shuffled Complex Evolution-University of Arizona) algorithm. Generally, various objective functions may produce different optimization results for an optimization problem. Thus, five single objective functions were applied and the most appropriate one was selected. In addition to the objective function, another objective function was used to reduce peak flow error in flood simulation. They form a multiple objective function, and the optimization problem was solved by determination of Pareto optima. The automatic calibration module was applied to the flood simulation on the catchment of the Guro 1 detention reservoir and pump station. The automatic calibration results by the multiple objective function were more excellent than the results by the single objective function for model assessment criteria including error of peak flow and ratio of volume between observed and calculated flow. Also, the verification results of the model calibrated by the multiple objective function were reliable. The program could be used in various flood runoff analysis in urban areas.

Exploratory Analysis of Real Estate Price using Tight Coupling with GIS and Statistics - Focusing on Hedonic Price Method - (GIS와 통계의 결합에 의한 부동산가격의 탐색적 분석 - 헤도닉 가격 기법을 중심으로 -)

  • Seo, Kyung-Chon
    • Journal of the Korean Association of Geographic Information Studies
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    • v.9 no.3
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    • pp.67-81
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    • 2006
  • The present study suggests an analytical method to overcome the spatial problems that traditional hedonic methods have. The concept of overlapping neighborhoods is introduced in order to solve the problems of global parameter estimate methods that treat the whole city by the gross. Moreover, a 3rd party program for the tight coupling of GIS and statistics is developed in order to explore hedonic methods efficiently. By using these, this study analyses the spatial variation of location variables that affect the real estate price. The results show that the influences of urban centers do not reach to the whole city, but only to the catchment areas of them. And the coefficients of location variables are different depending on the space. The tight coupling of GIS and statistics offers a powerful tool in analysing the real estate price efficiently.

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Restoration Method of Small Stream using Artificial Step-pool Sequences (계단상 하상구조를 이용한 계류복원 방안)

  • Kim, Suk-Woo;Chun, Kun-Woo;Kim, Kyoung-Nam;Park, Chong-Min;Marutani, Tomomi
    • Journal of the Korean Society of Environmental Restoration Technology
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    • v.14 no.4
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    • pp.11-23
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    • 2011
  • Mountain streams, which are major components of an entire river network, play an important role as the source of water, sediment, coarse and fine organic matter, and nutrients for lowland rivers. Therefore, dynamics and downstream linkages of each compartment of the mountain stream can be essential for watershed management in catchment scale. The dynamics and downstream linkages are understood as a development of step-pool sequences along a river course. Recently, stream restoration after flooding event often employ the development of step-pool sequences in the world. In this paper, we 1) examined the geomorphic characteristics and the role of step-pool sequences in steep mountain streams by reviewing the results of past studies, and 2) introduced the case studies of stream restoration using step-pool sequences, and finally 3) addressed design methods considering geometry and stability of artificial step-pool sequences for stream restoration. Step-pool sequences play an important role not only as roughness with energy dissipation but also as heterogeneity of stream feature for aquatic habitat. Step-pool sequences, even if they are constructed artificially along a stream, may be effective for small stream restoration considering eco-friendly torrent controls. So far the artificial step-pool sequences were employed for mountainous streams, but those would be applied to urban stream.

Information of Flood Estimation using GIS for Three Dimensional Visualization (GIS를 이용한 2차원 홍수범람정보의 3차원 가시화)

  • Lee, Jin-Woo;Kim, Hyung-Jun;Cho, Yong-Sik
    • Journal of the Korean Society of Hazard Mitigation
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    • v.8 no.2
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    • pp.159-164
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    • 2008
  • This study simulated the flood inundations of the Nakdong River catchment running through Yangsan, a small city located in the south eastern area of Korea by using the depth averaged two-dimensional hydrodynamic numerical model. The numerical model employs the staggered grid system including moving boundary and a finite different method to solve the Saint-Venant equations. A second order upwind scheme is used to discretize the nonlinear convection terms of the momentum equations, whereas linear terms are discretized by a second order Leap-frog scheme(Cho and Yoon, 1998). The numerical model was applied to a real topography to simulate the flood inundation of the Yangsan basin in Yangsan. The numerical result for urban district was visualization for three dimension. These results can be essentially utilized to construct the three dimensional inundation map after building the GIS-based database in local public organizations in order to protect the life and property safely.

A STUDY ON THE VARIATION OF DESIGN FLOOD DUE TO CLIMATE CHANGE IN THE URBAN CATCHMENT : A CASE STUDY ON THE HYOJA DRAINAGE BASIN IN SEOUL (기후변화에 따른 도시유역의 확률홍수량 변화에 관한 연구 : 서울시 효자배수분구를 대상으로)

  • Hwang, Jeongyoon;Kim, Hosoung;Ahn, Jeonghwan;Ahn, Hyunjun;Jeong, Changsam
    • Proceedings of the Korea Water Resources Association Conference
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    • 2018.05a
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    • pp.183-183
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    • 2018
  • 최근 국지성 호우와 홍수, 그리고 극심한 가뭄과 같은 기후변화로 인한 극치수문현상이 빈번하게 관측되고 있다. 이는 과거와는 다른 양상의 강우사상으로 광화문(2010), 강남역(2010), 청계천(2010), 청주(2017), 부산(2017) 등 주요 도심지역에 내수침수로 인한 막대한 인명, 재산 피해를 발생시켰으며, 피해의 빈도와 강도가 증가되고 있는 추세이다. 특히 기후변화에 따른 강우강도의 증가는 설계홍수량의 변화를 초래하며, 그로 인해 홍수 위험도 증가와 치수안전도 감소 등 수공구조물의 설계기준에 불확실성을 증가시키는 원인이 되고 있다. 최근 국내에서도 기후변화에 따른 수공시설물 설계빈도 상향에 대한 필요성이 대두되고 있으나 기후변화의 불확실성 및 기후시나리오의 한계로 인해 정량적 분석결과가 제시되지 않아 정책 수립에 반영하기 현실적으로 어려운 상황이다. 본 연구에서는 기후변화에 따른 홍수특성에 대한 도시유역의 영향을 평가하기 위하여 서울 효자배수분구를 대상유역으로 선정하고, 과거관측자료 기준 S0 대비 상세화 기법(Downscaling) 및 편의보정(Bias Correlation)으로 생성된 RCP 4.5 기후시나리오 HadGEM3-RA(RCM)모델을 통해 생산된 S1, S2, S3 기간의 확률강우량의 변화를 평가하였다. 이때 확률분포형은 Gumbel, 매개변수 추정은 최우도법(ML)을 사용하였고, 도시유출모형을 이용하여 최대첨두홍수량 및 침수면적 산정하고 기후변화 기간별 변동성을 분석하였다. 평가 결과 대부분의 도시배수시설물의 설계빈도인 10년빈도를 3사분위값을 기준으로 할 때 50년과 70년 이상의 미래를 가정할 경우 각각 약 10%, 20%의 확률 홍수량이 증가가 예상되었다. 이러한 결과 현재 구축되어 있는 배수시스템의 설계빈도를 크게 상회하는 값으로 도시배수시스템에 많은 어려움을 줄 것으로 예상되며, 정량적 평가 결과가 기후변화 적응 대책 신규 시설물 설계시 참고할 수 있는 기초자료로 활용될 것으로 판단된다.

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Performance analysis for reduction facility of nonpoint source pollutant (비점오염원 저감장치의 성능분석)

  • Lee, Jong-Seok;Kim, Chi-Gon
    • Journal of Korea Water Resources Association
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    • v.52 no.3
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    • pp.207-217
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    • 2019
  • This study aims at development and application of a facility that is capable of reducing pollution in water quality by reducing nonpoint source pollutants (NPSP). NPSP originated from the initial rainfall caused not only large catchment of urban area pass a river but also small watershed pass a stream. For this purpose, the performance tests carried out with the field models from the facility based on the preceding study. And the tests induced reduction efficiency of biochemical oxygen demand (BOD), chemical oxygen demand (COD), total nitrogen (T-N) and suspended solid (SS), respectively. The average reduction efficiency obtained by time interval, and the result showed an excellent reduction performance. As a result, the facility satisfied reduction efficiency of NPSP of the proposed standard by the National Institute of Environmental Research, and thus it can be used in practical applications.

Risk assessment for inland flooding in a small urban catchment : Focusing on the temporal distribution of rainfall and dual drainage model (도시 소유역 내 내수침수 위험도 평가 : 강우 시간분포 및 이중배수체계 모형을 중심으로)

  • Lee, Jaehyun;Park, Kihong;Jun, Changhyun;Oh, Jeill
    • Journal of Korean Society of Water and Wastewater
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    • v.35 no.6
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    • pp.389-403
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    • 2021
  • In this study, dual drainage system based runoff model was established for W-drainage area in G-si, and considering the various rainfall characteristics determined using Huff and Mononobe methods, the degree of flooding in the target area was analyzed and the risk was compared and analyzed through the risk matrix method. As a result, the Monobe method compared to the Huff method was analyzed to be suitable analysis for flooding of recent heavy rain, and the validity of the dynamic risk assessment considering the weight of the occurrence probability as the return period was verified through the risk matrix-based analysis. However, since the definition and estimating criteria of the flood risk matrix proposed in this study are based on the return period for extreme rainfall and the depth of flooding according to the results of applying the dual drainage model, there is a limitation in that it is difficult to consider the main factors which are direct impact on inland flooding such as city maintenance and life protection functions. In the future, if various factors affecting inland flood damage are reflected in addition to the amount of flood damage, the flood risk matrix concept proposed in this study can be used as basic information for preparation and prevention of inland flooding, as well as it is judged that it can be considered as a major evaluation item in the selection of the priority management area for sewage maintenance for countermeasures against inland flooding.