• Proceedings of the Korea Water Resources Association Conference
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• 2009.05a
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• pp.752-757
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• 2009

In the last decade, many methods such as greet chamber, reservoir, or debris barrier, have been utilized to manage and prevent muddy water problem. The Vegetative Filter Strip (VFS) has been thought to be one of the most effective methods to trap sediment effectively. The VFS are usually installed at the edge of agricultural areas adjacent to stream or drainage ditches, and it has been shown that the VFS effectively removes pollutants transported with upland runoff. But, if the VFS is installed without any scientific analysis of rainfall-runoff characteristics, soil erosion, and sediment analysis, it may not reduce the sediment as much as expected. Although Soil and Water Assessment Tool (SWAT) model has been used worldwide for many hydrologic and Non-Point Source Pollution (NPSP) analysis at a watershed scale. but it has many limitations in simulating the VFS. Because it considers only 'filter strip width' when the model estimates sediment trapping efficiency, and does not consider the routing of sediment with overland flow option which is expected to maximize the sediment trapping efficiency from upper agricultural subbasin to lower spatially-explicit filter strip. Therefore, the SWAT overland flow option between landuse-subbasins with sediment routing capability was enhanced with modifications in SWAT watershed configuration and SWAT engine. The enhanced SWAT can simulate the sediment trapping efficiency of the VFS in the similar way as the desktop VFSMOD-w system does. Also it now can simulate the effects of overland flow from upper subbasin to reflect the increased runoff volume at the receiving subbasin, which is what is occurring at the field if no diversion channel is installed. In this study, the enhanced SWAT model was applied to small watershed located at Jaun-ri in South Korea to simulate diversion channel and spatially-explicit VFS. It was found that approximately sediment can be reduced by 31%, 65%, 68%, with diversion channel, the VFS, and the VFS with diversion channel, respectively.

• Journal of The Korean Society of Agricultural Engineers
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• v.59 no.3
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• pp.63-70
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• 2017

The purpose of this study was to calibrate the hydrologic parameters of SWAT model and analyze the daily runoff for the study watershed using SWAT-CUP. The Hardware watershed is located in Virginia, USA. The watershed area is $356.15km^2$, and the land use accounts for 73.4 % of forest and 23.2 % of pasture. Input data for the SWAT model were obtained from the digital elevation map, landuse map, soil map and others. Water flow data from 1990 to 1994 was used for calibration and from 1997 to 2005 was for validation. The SUFI-2 module of the SWAT-CUP program was used to calibrate the hydrologic parameters. The parameters were calibrated for the highly sensitive parameters presented in previous studies. The P-factor, R-factor, $R^2$, Nash-Sutcliffe efficiency (NS), and average flow were used for the goodness-of-fit measures. The applicability of the model was evaluated by sequentially increasing the number of applied parameters from 4 to 11. In this study, 10-parameter set was accepted for calibration in consideration of goodness-of-fit measures. For the calibration period, P-factor was 0.85, R-factor was 1.76, $R^2$ was 0.51 and NS was 0.49. The model was validated using the adjusted ranges of selected parameters. For the validation period, P-factor was 0.78, R-factor was 1.60, $R^2$ was 0.60 and NS was 0.57.

• Journal of the Korean Association of Geographic Information Studies
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• v.11 no.1
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• pp.20-30
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• 2008

This study is to analyse the hydrological behavior of agricultural reservoir using SWAT model. For the upsteam watershed of Gongdo water level gauge station in Anseongcheon watershed, the streamflows at 2 reservoir (Gosam and Geumgwang) locations and Gongdo station were simulated with reservoir inclusion and exclusion. The daily water surface area and storage have been calculated considering the stage-storage curve function of the reservoir. Afterwards, the reservoir operation module in SWAT was modified from original module in SWAT for daily reservoir discharge simulated by water balance equation. Model validation results were Nash-Sutcliffe model efficiency coefficients value of 0.55, root mean square error value of 2.33 mm/day. On the other hand, the simulation results of two reservoir exclusion were Nash-Sutcliffe model efficiency coefficients value of 0.37, root mean square error value of 2.91 mm/day. The difference of Nash-Sutcliffe model efficiency coefficients between the simulation results of two reservoir inclusion and exclusion at Gongdo station was 0.18. This is caused by the storage and release operation of agricultural reservoirs for the runoff occurred at 2 reservoir watersheds.

• Journal of Korea Water Resources Association
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• v.53 no.1
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• pp.57-70
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• 2020

This study is to establish the situation of inter-basin transfer from Seomjin river basin to Yeongsan river basin using SWAT (Soil and Water Assessment Tool). Firstly, the SWAT modeling was conducted for each river basin. After, the inter-basin transfer was established using SWAT reservoir operating parameters WURESN (Water Use Reservoir Withdrawn) and inlet function from Juam dam of Seomjin river basin to Gwangju stream of Yeongsan river basin respectively. Each river basin was calibrated and validated using 13 years (2005~2017) data of Seomjin- Juam dam reservoir storage (JAD), release, transfer and Yeongsan-Mareuk (MR) stream gauge station. The results of root mean square error RMSE, Nash-Sutcliffe efficiency NSE, and determination coefficient R² of JAD were 2.22 mm/day, 0.62 and 0.86 respectively. The RMSE, NSE, and R² of MR were 1.38 mm/day, 0.69 and 0.84 respectively. To evaluate the downstream effects by the transferred water, the water levels of 2 multi-function weirs (SCW, JSW) in Yeongsan river basin and the Gokseong (GS) and Gurye (GR) stream gauge stations in Seomjin river basin were also calibrated. The RMSE, NSE, and R² of SCW, JSW, GS and GR were 1.49~2.49 mm/day, 0.45~0.76, 0.81~0.90 respectively.

• Journal of Environmental Science International
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• v.18 no.9
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• pp.1035-1043
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• 2009

High turbid water in the River has been one of the major concerns to the downstream residence. Especially in the Nakdong River basin severe turbid water problem occurred in year 2002 and 2003 due to the typhoon Rusa and Maemi consecutively. The main objective of this study is to develop turbid water management system in reservoir downstream of the Nakdong River combining physically based semi-distributed hydrologic simulation model SWAT with 1-dimensional dynamic water quality simulation model. SWAT model covers the area from the upstream of the Imha and Andong reservoir to the Gumi gage station for the purpose of estimating flow rates and suspended sediment of the tributaries. From year 1999 to 2007 runoff simulation for 8 years $R_{eff}$ and $R^2$ ranges $0.46{\sim}0.9$, $0.54{\sim}0.99$ respectively. Through the linkage of models, outputs of SWAT model such as suspended sediment and flow rates of the tributaries can be incorporated into the 1-dimensional dynamic water quality simulation model, KoRiv1 to support joint reservoir operation considering the turbidity released from Imha and Andong reservoir. The applicability of model simulation has been tested for year 2006 and compared with measured data.

• Journal of Environmental Science International
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• v.18 no.9
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• pp.1027-1033
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• 2009

For the assesment of pollutant loads, a monitoring has been conducted to identify hydrologic conditions and water quality of the Oenam watershed in Juam Lake, and the SWAT model integrated with GIS was applied to the watershed and evaluated for its applicability through calibration and verification using observed data. For the model application, digital maps were constructed for watershed boundary, land-use, soil series, digital elevation, and topographic input data of the Oenam watershed using Arcview. The observed runoff was 832.8 mm while the simulated runoff was 842.8 mm in 2003. The model results showed that the simulated runoff was in a good agreement with the observed data and indicated reasonable applicability of the model. In terms of nutrient load, the simulation results of T-N, T-P showed a similar trend to observed values. The observed T-N load was 10.8 kg/ha and the simulated T-N load was 7.6 kg/ha while the observed T-P load was 0.21 kg/ha and the simulated T-P load was 0.18 kg/ha. In general, SWAT model predicted observed runoff and loads of T-N and T-P after calibration with observed data in acceptable range. Overall, SWAT model was satisfactory in estimation of nutrient pollutant loads of the rural watershed.

• Proceedings of the Korea Water Resources Association Conference
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• 2011.05a
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• pp.237-237
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• 2011

효율적인 지하수 관리를 위해서는 시공간적인 변동성을 고려한 지하수 함양률의 정량적 산정이 필수적이다. 본 연구에서는 지표수-지하수 연동해석이 가능하며 토지이용 특성과 국내 토양특성을 가장 잘 표현할 수 있는 한국형 장기 유출 모형 SWAT-K를 이용하여 진천지역의 분포형 지하수 함양량을 산정하였다. 행정경계와 수자원단위지도에서 제시하는 표준단위유역을 기준으로 하여 진천군을 포함하는 미호천유역을 SWAT-K 구동을 위한 모델영역으로 설정하여 주하도를 따라 34개의 소유역으로 구분하였다. SWAT-K를 구동하기 위해서는 기상 및 수문자료를 구축해야 하는데 강우량을 비롯하여 기온, 풍속, 일사량, 상대습도 등의 기상자료가 요구된다. 본 연구에서는 대상유역 내에 위치한 청주, 충주, 대전, 이천, 보은, 천안 기상관측소의 자료를 이용하여 기상자료를 구축하였으며, 모형의 계산시간, 모형결과의 정확도 등을 판단하여 30m 공간해상도를 가지는 DEM을 300m 공간 해상도로 가공하여 사용하였다. 토지이용도는 모의시 다양한 토지이용상태를 반영할 수 있도록 중분류(1:25,000) 토지이용도를 사용하였다. 토양도는 국립농업과학원에서 토양도 전산화 사업을 통해 구축된 1:25,000 축척의 정밀토양도를 사용하였다. SWAT-K를 이용하여 진천군을 포함한 미호천 전체유역에 대해 지표수-지하수 통합 물수지 분석 결과(2004년~2009년) 연평균 강수량 대비 유출률은 66.6%, 증발산률은 34.6%, 함양률은 20.8%로 나타났다. 지표수 유출과정과 지하수위 변동을 동시에 고려하여 산정한 소유역별 연간 함양량 결과를 산정하였고, 총 34개의 소유역별 연간 지하수 함양량을 제시하였다. 또한 SWAT-K 모형을 이용한 모델 영역중 진천군에 속하는 행정구역별, 표준권역별 연평균 함양량을 산출하였으며, 그 분석 결과 진천군 평균 함양률은 20.5%로 산정되었다.

• Proceedings of the Korea Water Resources Association Conference
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• 2015.05a
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• pp.301-301
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• 2015

효율적인 지하수 관리를 위해서는 시공간적인 변동성을 고려한 지하수 함양량의 정량적 산정이 필수적이다. 본 연구에서는 지표수-지하수 연동해석이 가능하며 토지이용 특성과 국내 토양특성을 가장 잘 표현할 수 있는 한국형 장기 유출 모형 SWAT-K를 이용하여 장성지역의 분포형 지하수 함양량을 산정하였다. 행정경계와 수자원단위지도에서 제시하는 표준단위유역을 기준으로 하여 장성군을 포함하는 유역을 SWAT-K 구동을 위한 모델영역으로 설정하여 주하도를 따라 13개의 소유역으로 구분하였다. SWAT-K를 구동하기 위해서는 기상 및 수문자료를 구축해야 하는데 강우량을 비롯하여 기온, 풍속, 일사량, 상대습도 등의 기상자료가 요구된다. 본 연구에서는 대상유역 내에 위치한 광주, 정읍 기상관측소의 자료를 이용하여 기상자료를 구축하였으며, 모형의 계산시간, 모형결과의 정확도 등을 판단하여 30m 공간해상도를 가지는 DEM을 300m 공간해상도로 가공하여 사용하였다. 토지이용도는 모의시 다양한 토지이용상태를 반영할 수 있도록 중분류(1:25,000) 토지이용도를 사용하였다. 토양도는 국립농업과학원에서 토양도 전산화 사업을 통해 구축된 1:25,000 축척의 정밀토양도를 사용하였다. SWAT-K를 이용하여 장성군을 포함한 전체유역에 대해 지표수-지하수 통합 물수지 분석 결과(2005년~2013년) 연평균 강수량 대비 유출률은 63.0%, 증발산률은 34.6%, 함양률은 19.5%로 나타났다. 지표수 유출과정과 지하수위 변동을 동시에 고려하여 산정한 소유역별 연간 함양량 결과를 산정하였고, 총 13개의 소유역별 연간 지하수 함양량을 제시하였다. 또한 SWAT-K 모형을 이용한 모델 영역중 장성군에 속하는 행정구역별, 표준권역별 연평균 함양량을 산출하였으며, 그 분석 결과 장성군 평균 함양률은 20.3%로 산정되었다.

• Proceedings of the Korea Water Resources Association Conference
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• 2017.05a
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• pp.410-410
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• 2017

지하수 관리를 위해서는 시공간적인 변동성을 고려한 지하수 함양량의 정량적 산정이 필수적이다. 본 연구에서는 지표수-지하수 연동해석이 가능하며 토지이용 특성과 국내 토양특성을 가장 잘 표현할 수 있는 한국형 장기 유출 모형 SWAT-K를 이용하여 김천지역의 분포형 지하수 함양량을 산정하였다. 행정경계와 수자원단위지도에서 제시하는 표준단위유역을 기준으로 하여 김천시를 포함하는 유역을 SWAT-K 구동을 위한 모델영역으로 설정하여 주하도를 따라 19개의 소유역으로 구분하였다. SWAT-K를 구동하기 위해서는 기상 및 수문자료를 구축해야 하는데 강우량을 비롯하여 기온, 풍속, 일사량, 상대습도 등의 기상자료가 요구된다. 본 연구에서는 대상유역 내에 위치한 구미, 추풍령, 거창, 상주 기상관측소와 김천, 지례, 부항1, 부항2, 선산 강우관측소의 자료를 이용하여 기상 및 강우자료를 구축하였으며, 모형의 계산시간, 모형결과의 정확도 등을 판단하여 30m 공간해상도를 가지는 DEM을 300m 공간해상도로 가공하여 사용하였다. 토지이용도는 모의시 다양한 토지이용상태를 반영할 수 있도록 중분류(1:25,000) 토지이용도를 사용하였다. 토양도는 국립농업과학원에서 토양도 전산화 사업을 통해 구축된 1:25,000 축척의 정밀토양도를 사용하였다. SWAT-K를 이용하여 김천시를 포함한 전체유역에 대해 지표수-지하수 통합 물수지 분석 결과(2008년~2015년) 연평균 강수량 대비 유출률은 61.2%, 증발산률은 36.3%, 함양률은 18.0%로 나타났다. 지표수 유출과정과 지하수위 변동을 동시에 고려하여 산정한 소유역별 연간 함양량 결과를 산정하였고, 총 19개의 소유역별 연간 지하수 함양량을 제시하였다. 또한 SWAT-K 모형을 이용한 모델 영역중 김천시에 속하는 행정구역별, 표준권역별 연평균 함양량을 산출하였으며, 그 분석 결과 김천시 평균 함양률은 18.2%로 산정되었다.

• Journal of Korea Water Resources Association
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• v.51 no.7
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• pp.585-597
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• 2018

This study aims to investigate the variation of water quality and discharge under the condition of climate change and Best Management Practices (BMPs), which is one of the reduction methods for non-point source pollution. Soil and Water Assessment Tool (SWAT) model is applied to case in Cheongmicheon watershed. The coefficients required for SWAT model were calibrated using SWAT Calibration and Uncertainty Program. Climate change is considered by using Representative Concentration Pathway (RCP) scenarios, RCP 4.5 and RCP 8.5. It is known from simulation results that the non-point source pollutant increases under the climate change scenario assuming worse condition. It is also found in this study that an appropriate application of BMPs is able to reduce the quantity and temporal variation of non-point source pollutant effectively.