• Title/Summary/Keyword: SWAT 분석

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Development of a Water Information Data Platform for Integrated Water Resources Management in Seoul (서울시 통합물관리를 위한 물정보 데이터 플랫폼 구축방안)

  • Yoon, Sun Kwon;Choi, Hyeonseok;Cho, Jaepil;Jang, Suk Hwan
    • Proceedings of the Korea Water Resources Association Conference
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    • 2020.06a
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    • pp.76-76
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    • 2020
  • 국가 물관리일원화 이후, 지방하천 관리에 대한 지자체 역할과 권한이 커지고 있으며, 중앙정부의 물관리 수준에 부합하는 데이터관리 체계구축 및 지속적인 품질관리(Quality Control, QC)와 표준화(Standardization) 기술개발이 요구되고 있다. 지자체의 경우 기존의 행정구역별로 분산 관리해오던 물관리 시스템을 유역단위로 전환할 필요가 있으며, 국가하천 구간과 연계한 종합적인 관리가 필요한 실정이다. 서울시의 물관리 시스템은 자치구별로 산재해 있으며, 관리 주체 및 해당 변수에 따라 제공되는 정보가 다르고 하천유역 단위로 분류되어 있지 않다. 따라서, 서울시와 자치구, 중앙정부 및 관련 기관과의 연계성 있는 정보제공을 위한 데이터 플랫폼 구축 기술개발이 필요한 실정이다. 본 연구에서는, 빅데이터, AI 기술을 활용한 물정보의 품질관리 자동화 기술개발과 지속적인 유지관리 및 표준화 정보제공 시스템 구축 기능을 포함하는 서울시 통합물관리 데이터 플랫폼 구축 목표 모델을 제시하였으며, 서울시 물관리 체계와 관련하여 SWAT 분석을 통한 단계별 사업추진 로드맵을 도출하였다. 분석결과, 서울시 통합물관리 플랫폼 구축을 위해서는 유역별 수량-수질 통합 모니터링 및 모델링 기술개발, 빅데이터 기반 물 정보화 플랫폼 구축 기술개발, 지방하천 유역 거버넌스 구축 및 법제도 정비 방안 마련이 요구되며, 관련하여 주요 이슈(3대 핵심전략, 10개 단위과제)를 도출하여 관련 연구과제를 제안하였다. 마지막으로, 서울시 통합물관리 정책 실현을 위해서는 법제도 마련이 시급하며, 서울시 '통합물관리 기본조례' 제정을 통한 기반을 조성할 필요가 있음을 시사하였다. 또한, 다양한 분야 이해관계자 협의체인 '서울시 통합물관리위원회(가칭)'의 거버넌스를 구성하여 운영하는 것이 현실적이며, 한강유역관리 및 지방하천 관리와 관련한 중추적인 역할 수행과 쟁점 논의 등 합리적 합의가 가능할 것으로 기대한다.

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Analysis of the effect of water quality improvement by securing the flow applying SRI (SRI 적용을 통한 유량확보에 따른 수질개선 효과 분석)

  • Kim, Soo Hong;Lee, Gwan Jae;Lee, Seo Ro;Park, Woon Ji;Lim, Kyoung Jae
    • Proceedings of the Korea Water Resources Association Conference
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    • 2020.06a
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    • pp.157-157
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    • 2020
  • 기후변화로 인한 강수량 감소 및 하천 인근에서의 무분별한 취수로 인하여 하천의 유량 감소와 그로 인한 수질 악화 문제가 심각해지는 실정이다. 우리나라의 전체용수사용량 중 농업용수가 차지하는 비중은 약 41%에 달하며, 이중 약 90%가 논에서 사용되고 있다. 특히 우리나라의 경우 논벼는 담수 상태에서 재배되기 때문에 관개용수가 농업 활동에 많이 사용되고 있다. 이러한 과다한 농업용수 사용은 하천유량 감소에 큰 영향을 미치며 이에 따라 농업용수 절약을 위한 다양한 연구가 이루어져 왔다. 국내에서는 필지 단위 기반 SRI(System of Rice Intensification) 재배기법 모니터링을 통한 논에서의 관개용수 절약 및 온실가스 저감 효과와 관련된 연구가 진행되었다. SRI 재배기법은 논 토양을 호기상태로 유지하여 관개 시 관행대비 약 40~67%의 용수 저감 효과가 나타나는 것으로 조사되었다. 하지만 필지 단위에서 제한적으로 모니터링 결과 기반의 연구가 이루어졌으며 아직까지 유역 모델을 이용하여 SRI 재배기법 적용에 따른 유량확보 및 수질 개선 효과를 정량적으로 분석한 연구는 미비한 실정이다. 이에 본 연구의 목적은 달천 유역을 대상으로 유역 모델 중 하나인 SWAT(Soil and Water Assessment Tool) 모형에 SRI 재배기법을 적용하여 하천의 유량확보 및 수질 개선 효과에 대한 분석을 수행하는 것이다. 향후 본 연구의 기 수행된 SRI 재배기법의 모델링 적용 결과는 유역 단위의 실질적인 유량확보 방안으로 활용될 수 있을 것으로 기대된다.

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Assessment of Climate Change Impact on Storage Behavior of Chungju and the Regulation Dams Using SWAT Model (SWAT을 이용한 기후변화가 충주댐 및 조정지댐 저수량에 미치는 영향 평가)

  • Jeong, Hyeon Gyo;Kim, Seong-Joon;Ha, Rim
    • Journal of Korea Water Resources Association
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    • v.46 no.12
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    • pp.1235-1247
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    • 2013
  • This study is to evaluate the climate change impact on future storage behavior of Chungju dam($2,750{\times}10^6m^3$) and the regulation dam($30{\times}10^6m^3$) using SWAT(Soil Water Assessment Tool) model. Using 9 years data (2002~2010), the SWAT was calibrated and validated for streamflow at three locations with 0.73 average Nash-Sutcliffe model Efficiency (NSE) and for two reservoir water levels with 0.86 NSE respectively. For future evaluation, the HadCM3 of GCMs (General Circulation Models) data by scenarios of SRES (Special Report on Emission Scenarios) A2 and B1 of the IPCC (Intergovernmental Panel on Climate Change) were adopted. The monthly temperature and precipitation data (2007~2099) were spatially corrected using 30 years (1977~2006, baseline period) of ground measured data through bias-correction, and temporally downscaled by Change Factor (CF) statistical method. For two periods; 2040s (2031~2050), 2080s (2071~2099), the future annual temperature were predicted to change $+0.9^{\circ}C$ in 2040s and $+4.0^{\circ}C$ in 2080s, and annual precipitation increased 9.6% in 2040s and 20.7% in 2080s respectively. The future watershed evapotranspiration increased up to 15.3% and the soil moisture decreased maximum 2.8% compared to baseline (2002~2010) condition. Under the future dam release condition of 9 years average (2002~2010) for each dam, the yearly dam inflow increased maximum 21.1% for most period except autumn. By the decrease of dam inflow in future autumn, the future dam storage could not recover to the full water level at the end of the year by the present dam release pattern. For the future flood and drought years, the temporal variation of dam storage became more unstable as it needs careful downward and upward management of dam storage respectively. Thus it is necessary to adjust the dam release pattern for climate change adaptation.

Site Analysis Model For Small Hydropower Development (소수력 개발을 위한 적지분석 모형)

  • Kim, Kil-Ho;Yi, Choong-Sung;Lee, Jin-Hee;Shim, Myung-Pil
    • Proceedings of the Korea Water Resources Association Conference
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    • 2007.05a
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    • pp.152-156
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    • 2007
  • 에너지 해외 의존도의 경감, 그리고 국제적인 환경규제에 대처하기 위하여 신재생에너지 가운데 하나인 소수력의 개발이 에너지문제의 대안으로서 부각되고 있다. 일반하천에서 소수력의 성공적인 개발을 위해서는 기존의 수자원 개발 계획과 마찬가지로 경제성을 기초로 한 자원의 효율적인 이용 및 개발에 따른 인문 사회 환경적 영향 등과 같은 체계적인 적지분석이 선행되어야 한다. 그리하여 본 연구에서는 소수력 개발 대상 지점에 대한 유황 및 지형분석을 위해 SWAT 모형과 GIS TOOL을 이용하였고, 소수력 모의발전 및 경제성분석에 의해 최적규모를 결정하였다. 그리고 AHP 방법에 의한 평가항목의 가중치 결정 및 대안 별 평가에 의해, 보다 합리적인 의사결정을 하고자 하였다. 이러한 일련의 과정을 금강 보청천 유역에 적용하였고, 총 7개의 지점에 대한 개발 우선순위를 도출하였다.

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Assessment of future hydrological behavior of Soyanggang Dam watershed using SWAT (SWAT 모형을 이용한 소양강댐 유역의 미래 수자원 영향 평가)

  • Park, Min Ji;Shin, Hyung Jin;Park, Geun Ae;Kim, Seong Joon
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.30 no.4B
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    • pp.337-346
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    • 2010
  • Climate change has a huge impact on various parts of the world. This study quantified and analyzed the effects on hydrological behavior caused by climate, vegetation canopy and land use change of Soyanggang dam watershed (2,694.4 $km^2$) using the semi-distributed model SWAT (Soil Water Assessment Tool). For the 1997-2006 daily dam inflow data, the model was calibrated with the Nash-Sutcliffe model efficiencies between the range of 0.45 and 0.91. For the future climate change projection, three GCMs of MIROC3.2hires, ECHAM5-OM, and HadCM3 were used. The A2, A1B and B1 emission scenarios of IPCC (Intergovernmental Panel on Climate Change) were adopted. The data was corrected for each bias and downscaled by Change Factor (CF) method using 30 years (1977-2006, baseline period) weather data and 20C3M (20th Century Climate Coupled Model). Three periods of data; 2010-2039 (2020s), 2040-2069 (2050s), 2070-2099 (2080s) were prepared for future evaluation. The future annual temperature and precipitation were predicted to change from +2.0 to $+6.3^{\circ}C$ and from -20.4 to 32.3% respectively. Seasonal temperature change increased in all scenarios except for winter period of HadCM3. The precipitation of winter and spring increased while it decreased for summer and fall for all GCMs. Future land use and vegetation canopy condition were predicted by CA-Markov technique and MODIS LAI versus temperature regression respectively. The future hydrological evaluation showed that the annual evapotranspiration increases up to 30.1%, and the groundwater recharge and soil moisture decreases up to 55.4% and 32.4% respectively compared to 2000 condition. Dam inflow was predicted to change from -38.6 to 29.5%. For all scenarios, the fall dam inflow, soil moisture and groundwater recharge were predicted to decrease. The seasonal vapotranspiration was predicted to increase up to 64.2% for all seasons except for HadCM3 winter.

Enhancement of HRSM4BMP Model to Simulate Sediment Reduction Efficiency Based on Watershed Scale (유역단위 유사 저감 효과 모의를 위한 HRSM4BMP모형의 개선)

  • Ryu, Jichul;Kum, Donghyuk;Shin, Dong Seok;Ahn, Ki Hong;Park, Bae Kyung;Lim, Koung Jae
    • Journal of Korean Society of Environmental Engineers
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    • v.36 no.8
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    • pp.521-527
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    • 2014
  • The objectives of study are 1) to enhance the filed scale BMPs model of HRSM4BMP for simulation of watershed scale and 2) to evaluate the enhanced HRSM4BMP model. Thus pre-process and post-process module were developed and HRSM4BMP was linked to SWAT routing module. After enhancement of model, enhanced HRSM4BMP model was applied to Heaan watershed in Kangwon province with Vegetative filter strip (2 m) in subwatershed #14 and reduction of sediment load was evaluated by watershed scale in outlet. The results of simulation, sediment load was reduced by 4 percent during 3 years in outlet. The result of this study is expected to be used Long-term BMPs establishing plan in South Korea.

The Characteristics of Runoff for Hwacheon dam watershed (화천댐 상류유역의 유출거동 특성)

  • Kim, Nam-Won;Lee, Jeong-Eun
    • Journal of Korea Water Resources Association
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    • v.42 no.12
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    • pp.1069-1077
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    • 2009
  • Lately, it is an important concern in water resources research to maintain a stable water supply according to a future climate change and an increase in water use. In Han-River basin, approximately 10 % of water resources that is provided the capital region (Gyeonggi, Seoul etc.) has been reduced as a consequence of the construction of Imnam Dam (storage volume: 27 billion $m^3$) located in the upper Hwacheon Dam upstream area. Therefore, streamflows have decreased in Bukhangang basin, but it could not be evaluated quantitatively. In this study, SWAT-K which is the physically based long-term runoff simulation model, was used in order to evaluate the effect of Imnam Dam on the reduced inflow to Hwacheon Dam according to the change of hydrological condition in the upstream area of Hwacheon Dam. For the model input data of North Korea area, meteorological data of GTS (Global Telecommunication System) were used, and soil maps by FAO/UNESCO (2003) were applied. Temporal variations of water resources is investigated with comparison of observed and simulated inflows at Hawcheon Dam site. Also, annual, monthly, seasonal decreases in water resources were evaluated using the flow duration analysis of simulated streamflows with or without Imnam dam.

Analysis of Groundwater Variations using the Relationship Between Groundwater use and Daily Minimum Temperature in a Water Curtain Cultivation Site (수막재배지역에서 일최저기온과 지하수 이용량의 상관관계를 이용한 지하수위 변화 분석)

  • Chang, Sunwoo;Chung, Il-Moon
    • The Journal of Engineering Geology
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    • v.24 no.2
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    • pp.217-225
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    • 2014
  • Water curtain cultivation (WCC) systems in Korea have depleted water resources in shallow aquifers through massive pumping of groundwater. The goal of this study is to simulate the groundwater variations observed from massive groundwater pumping at a site in Cheongweon. MODFLOW was used to simulate three-dimensional regional groundwater flow, and the SWAT (Soil and Water Assessment Tool) watershed hydrologic model was employed to introduce temporal changes in groundwater recharge into the MODFLOW model input. Additionally, the estimation method for groundwater discharge in WCC areas (Moon et al., 2012) was incorporated into a groundwater pumping schedule as a MODFLOW input. We compared simulated data and field measurements to determine the degree to which winter season groundwater drawdown is effectively modeled. A simulation time of 107 days was selected to match the observed groundwater drawdown from November, 2012 to March, 2013. We obtained good agreement between the simulated drawdown and observed groundwater levels. Thus, the estimation method using daily minimum temperatures, may be applicable to other cultivation areas and can serve as a guideline in simulating the regional flow of riverside groundwater aquifers.

Analysis of Scenarios for Environmental Instream Flow Considering Water Quality in Saemangeum Watershed (새만금유역의 수질을 고려한 환경유지용수의 시나리오 분석)

  • Kim, Se-Min;Park, Young-Ki;Won, Chan-Hee;Kim, Min-Hwan
    • Journal of Korean Society of Environmental Engineers
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    • v.38 no.3
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    • pp.117-127
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    • 2016
  • In this study, analyzed scenarios of the environmental instream flow for water quality improvement in Saemangeum watershed. In order to get an environmental instream flow, Methodology is selected for Retention-Basin, reservoir expansion, new dam construction, Modification of water intake and drainage system, Rearrangement of plan for system which Yongdam and Seomjin river dam have been used water supply. The study composed of diverse scenario of Environmental instream flow increasement and analyzed the effect of improving the water quality by the QUAL2K model and calculation of runoff for saemangeum watershed by SWAT model. The following water quality indicators have been simulated in irrigation and non-irrigation period for BOD and T-P. When scenarios applied to water quality model, Improvement rate in the water quality for Total Maximum Daily loads of Mankyung B unit watershed during irrigation and non-irrigation period is BOD (28.70%), T-P (17.09%) and BOD (28.51%), T-P (28.68%) respectively. Dongjin A unit watershed during irrigation and non-irrigation period is BOD (14.39%), T-P (14.59%) and BOD (15.54%), T-P (19.46%) similary. Simulation results is to quantify the constribution of the improvement in the water quality. In particular, It was demonstrative that improving effect for water quality was evaluated to be great in non-irrigation period.

Analysis of peak drought severity time and period using meteorological and hydrological drought indices (기상학적 가뭄지수와 수문학적 가뭄지수를 이용한 첨두가뭄심도 발생시점 및 가뭄기간 분석)

  • Kim, Soo Hyun;Chung, Eun-Sung
    • Journal of Korea Water Resources Association
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    • v.51 no.6
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    • pp.471-479
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    • 2018
  • This study analyzed the peak time of drought severity and drought period using meteorological and hydrological drought indices. Standardized Precipitation Index (SPI) using rainfall data was used for meteorological drought and Streamflow Drought Index (SDI) and Standardized Streamflow Index (SSI) using streamflow data were used for the hydrological drought. This study was applied to the Cheongmicheon watershed which is a mixture area for rural and urban regions. The rainfall data period used in this study is 32.5 years (January of 1985~June of 2017) and the corresponding streamflow was simulated using SWAT. After the drought indices were calculated using the collected data, the characteristics of drought were analyzed by time series distribution of the calculated drought indices. Based on the results of the this study, it can be seen that hydrological drought occurs after meteorological drought. The difference between SDI and SPI peak occurrence time, difference in drought start date and average drought duration is greater than SSI and SPI. In general, SSI shows more severe than SDI. Therefore, various drought indices should be used at the identification of drought characteristics.