• 제목/요약/키워드: Sediment Yield

검색결과 203건 처리시간 0.022초

HRSM4BMP 모형 유출/유사 자동 보정 툴 개발 (Development of Runoff and Sediment Auto-calibration Tool for HRSM4BMP Model)

  • 금동혁;류지철;최재완;강현우;장춘화;신동석;이재관;임경재
    • 한국물환경학회지
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    • 제29권1호
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    • pp.29-35
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    • 2013
  • Recently, various Best Management Practices (BMPs) have been applied at a field to reduce soil erosion. Hourly Runoff and Sediment Model for Best Management Practices (HRSM4BMP) model could be used to evaluate soil erosion reduction for various agricultural BMPs at fields. Runoff and sediment yield from source areas have to be predicted with greater accuracies to evaluate sediment reduction efficiently with BMPs. To achieve this, the best parameters related with runoff and sediment modules of the HRSM4BMP model should be identified with proper calibration processes. Although manual calibration is often utilized in calibrating runoff and sediment using the HRSM4BMP, objective calibration method would be recommended. The purpose of the study was to develop an automatic calibration tool of the HRSM4BMP model with PARASOL method. This automatic calibration tool was applied to Bangdongri, Chuncheon-si to evaluate its calibration performance. The $R^2$, NSE and RMSE value for runoff estimation were 0.92, 0.92, $0.3m^3$, and for sediment yield estimation were 0.94, 0.94, 0.0027 kg. As shown in this result, automatic calibration tool of HRSM4BMP model would be used to determine the best parameters and can be used to simulate runoff and sediment yield with acceptable accuracies.

보정계수 적용을 통한 유역에 대한 ArcSATEEC의 월별 토양유실량 추정 방안 연구 (Monthly Sediment Yield Estimation Based on Watershed-scale Application of ArcSATEEC with Correction Factor)

  • 김은석;이한용;양재의;임경재;박윤식
    • 한국지하수토양환경학회지:지하수토양환경
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    • 제25권3호
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    • pp.52-64
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    • 2020
  • The universal soil loss equation (USLE), a model for estimating the potential soil loss, has been used not only in research areas but also in establishing national policies in South Korea. Despite its wide applicability, USLE cannot adequately address the effect of seasonal variances. To overcome this limit, the ArcGIS-based Sediment Assessment Tool for Effective Erosion (ArcSATEEC) has been developed as an alternative model. Although the field-scale (< 100 ㎡) application of this model produced reliable estimation results, it is still challenging to validate accuracy of the model estimation because it only estimates potential soil losses, not the actual sediment yield. Therefore, in this study, a method for estimating actual soil loss based on the ArcSATEEC model was suggested. The model was applied to eight watersheds in South Korea to estimate sediment yields. Correction factor was introduced for each watershed, and the estimated sediment yield was compared with that of the estimated yield by LOAD ESTimator (LOADEST). Sediment yield estimation for all watersheds exhibited reliable results, and the validity of the proposed correction factor was confirmed, suggesting the correction factor needs to be considered in estimating actual soil loss.

SATEEC L모듈을 이용하여 토양유실량 산정 정확성이 유사량 예측에 미치는 영향 평가 (Evaluation of Effects of Soil Erosion Estimation Accuracy on Sediment Yield with SATEEC L Module)

  • 우원희;장원석;김익재;김기성;옥용식;김남원;전지홍;임경재
    • 한국농공학회논문집
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    • 제53권2호
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    • pp.19-26
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    • 2011
  • SATEEC ArcView GIS system was developed using the Universal Soil Loss Equation (USLE) and sediment delivery ratio (SDR) modules. In addition, time-variant R and C modules and $R_5$ module were developed and integrated into the SATEEC system in recent years. The SATEEC ArcView GIS 2.1 system is a simple-to-use system which can estimate soil erosion and sediment yield spatially and temporarily using only USLE input data, DEM, and daily rainfall dataset. In this study, the SATEEC 2.1 system was used to evaluate the effects of USLE LS input data considering slope length segmentation on soil erosion and sediment yield estimation. Use of USLE LS with slope length segmentation due to roads in the watershed, soil erosion estimation decreased by 24.70 %. However, the estimated sediment yield using SATEEC GA-SDR matched measured sediment values in both scenarios (EI values of 0.650 and EI 0.651 w/o and w/flow segmentation). This is because the SATEEC GA-SDR module estimates lower SDR in case of greater soil erosion estimation (without flow length segmentation) and greater SDR in case of lower soil erosion estimation (with flow length segmentation). This indicates that the SATEEC soil erosion need to be estimated with care for accurate estimation of SDR at a watershed scale and for accurate evaluation of BMPs in the watershed.

일강우를 고려한 SATEEC R모듈 개발 (Development of SATEEC R Module using Daily Rainfall Data)

  • 장춘화;류지철;강현우;금동혁;김영석;박화용;김기성;임경재
    • 한국토양비료학회지
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    • 제44권6호
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    • pp.983-990
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    • 2011
  • Universal Soil Loss Equation (USLE) has been used to estimate potential long-term soil erosion in the fields. However, the USLE does not estimate sediment yield due to lack of module considering sediment delivery ratio (SDR) for watershed application. For that reason, the Sediment Assessment Tool for Effective Erosion Control (SATEEC) system was developed and applied to compute the sediment yield at watershed scale. However, the R factor of current SATEEC Ver. 2.1 was estimated based on 5-day antecedent rainfall, it is not related with fundamental concept of R factor. To compute R factor accurately, the energy of rainfall strikes should be considered. In this study, the R module in the SATEEC system was enhanced using formulas of Williams, Foster, Cooley, CREAMS which could consider the energy of rainfall strikes. The enhanced SATEEC system ver. 2.2 was applied to the Imha watershed and monthly sediment yield was estimated. As a result of this study, the $R^2$ and NSE values are 0.591 and 0.573 for calibration period, and 0.927 and 0.911 for validation period, respectively. The results demonstrate the enhanced SATEEC System estimates the sediment yield suitably, and it could be used to establish the detailed environmental policy standard using USLE input dataset at watershed scale.

SATEEC 시스템을 이용한 객토 토양의 토성고려에 따른 도암댐 유역의 토양유실 및 유사량 분석 (Analysis of Soil Erosion and Sediment Yields at the Doam-dam Watershed considering Soil Properties from the Soil Reconditioned Agricultural Fields using SATEEC System)

  • 유동선;안재훈;윤정숙;허성구;박윤식;김종건;임경재;김기성
    • 한국물환경학회지
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    • 제23권4호
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    • pp.518-526
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    • 2007
  • There have been serious soil erosion and water pollution problems caused by highland agriculture practices at Doam-dam watershed. Especially agricultural activities, chemical and organic fertilizer and pesticide applications, soil reconditioning to maintain soil fertility are known as primary causes of soil erosion and water qaulity degradation in the receiving water bodies. Among these, soil reconditioning can accelerate soil erosion rates. To develop soil erosion prevention practices, it is necessary to estimate the soil erosion from the watershed. Thus, the Universal Soil Loss Equation (USLE) model has been developed and utilized to assess soil erosion. However, the USLE model cannot be used at watershed scale because it does not consider sediment delivery ratio (SDR) for watershed application. For this reason, the Sediment Assessment Tool for Effective Erosion Control (SA TEEC) was developed to assess the sediment yield at any point in the watershed. The USLE-based SA TEEC system can estimate the SDR using area-based SDR and slope-based SDR module. In this study, the SATEEC system was used to estimate soil erosion and sediment yield at the Doam-dam watershed using the soil properties from reconditioned agricultural fields. Based on the soil sampling and analysis, the US LE K factor was calculated and used in the SA TEEC system to analyze the possible errors of previous USLE application studies using soil properties from the digital soil map, and compared with that using soil properties obtained in this study. The estimated soil erosion at the Doam-dam watershed without using soil properties obtained in the soil sampling and analysis is 1,791,400 ton/year (123 ton/ha/year), while the soil erosion amount is 2,429,900 ton/year (166.8 ton/ha/year) with the use of soil properties from the soil sampling and analysis. There is 35 % increase in estimated soil erosion and sediment yield with the use of soil properties from soil reconditioned agricultural fields. Since significant amount of soil erosion are known to be occurring from the agricultural fields, the soil erosion and sediment yield from only agricultural fields was assessed. The soil erosion rate is 45.9 ton/ha/year without considering soil properties from soil reconditioned agricultural fields, while 105.3 ton/ha/year after considering soil properties obtained in this study, increased in 129%. This study shows that it is very important to use correct soil properties to assess soil erosion and sediment yield simulation. It is recommended that further studies are needed to develop environment friendly soil reconditioning method should be developed and implemented to decrease the speed of soil erosion rates and water quality degradation.

분포형 수문모형을 이용한 유역기반의 PMF 및 유사-유출량 산정 (Watershed-based PMF and Sediment-runoff Estimation Using Distributed Hydrological Model)

  • 유완식;이기하;김영규;정관수
    • 한국농공학회논문집
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    • 제60권2호
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    • pp.1-11
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    • 2018
  • Probable Maximum Flood (PMF) is mostly applied for the designs of large-scale hydraulic structures and it is estimated by computing the runoff hydrograph where Probable Maximum Precipitation (PMP) is inserted as design rainfall. The existing PMP is estimated by transferring the heavy rainfall from all watersheds of korea to the design watershed, however, in this study, PMP was analyzed by selecting only rainfall events occurred in the design watershed. And then, Catchment-scale Soil Erosion Model (CSEM) was used to estimate the PMF and sediment-runoff yield according to the watershed-based estimated PMP. Although the PMF estimated in this study was lower than the existing estimated PMF in the Yongdam-dam basin, it was estimated to be higher than the 200-year frequency design flood discharge. In addition, sediment-runoff yield was estimated with a 0.05 cm of the maximum erosion and a 0.06 cm of the maximum deposition, and a total sediment-runoff yield of 168,391 tons according to 24-hour PMP duration.

비유사량(比流砂量) 추정방법의 개발(II) - 모형 개발 및 검토 - (Development of Methods for Estimating Sediment Yield Rate(II) - Development of Models -)

  • 김창완;김형섭;유권규;우효섭
    • 대한토목학회논문집
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    • 제13권1호
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    • pp.131-140
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    • 1993
  • 본 연구의 주요 목적은 댐 설계를 위한 유역의 비유사량 추정방법을 개발하는 것으로 유역면적 $200km^2{\sim}2,000km^2$의 중규모 유역을 대상으로 한다. 이를 위하여, 먼저 연구(I)에서는 비유사량 추정방법의 개발방향을 결정하고, 기존 저수지 퇴사자료에서 5점과 하천 유사량 실측 자료에서 8 점 등 총 13 점의 비유사량 자료를 도출하였다. 본 연구(II)에서는 이러한 중규모 유역에서 수집된 유역 비유사량 자료와 유역특성 인자들을 이용하여 3 변수 경험공식과 6 변수 도표식 방법을 개발하였다. 제한된 범위와 비교 분석 결과, 본 연구에서 개발된 방법들은 기존의 방법들보다 모형 개발에 이용된 자료의 범위와 신뢰도 면에서 적용성이 높은 것으로 나타났다. 한편, 본 연구에서 수집된 비유사량 자료 및 개발된 모형에 의하면, 우리나라에서 중규모 유역의 경우 비유사량의 하한치는 $100tons/km^2/yr$정도이며 상한치는 $1,000tons/km^2/yr$ 정도로 추정된다.

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비유사량(沸流砂量) 추정방법의 개발(I) -개발방향의 설정 및 자료의 수집·분석 - (Development of Methods for Estimating Sediment Yield Rate (I) - Modeling Strategies and Field Data Analysis -)

  • 유권규;김창완;김형섭;우효섭
    • 대한토목학회논문집
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    • 제13권1호
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    • pp.121-130
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    • 1993
  • 본 연구의 주요 목적은 댐 설계를 위한 유역의 비유사량 추정방법을 개발하는 것으로 유역면적 $200km^2{\sim}2,000km^2$ 정도의 중규모 유역을 대상으로 한다. 이를 위하여, 본 연구에서 개발할 비유사량 추정방법으로 통계적 방법에 의한 경험식과 미국 PSIAC 방법과 유사한 도표식 방법을 채택하였다. 이러한 방법들의 개발을 위해 본 연구에서는 과거 '60년대 이후 우리나라에서 수행된 하천유사량 실측자료 및 기존 다목적 및 발전댐 저수지 퇴사자료를 모두 수집 분석하여 비유사량 추정방법의 개발에 이용 가능한 자료 5 점을 도출하였다. 또한, 섬강, 금강상류, 내성천, 위천 등 4 개 조사유역의 8개 지점에서 하천유사량 자료를 실측하여 8개 지점에서의 연평균 비유사량을 산정하였다. 한편, 유역의 비유사량에 영향을 주는 유역특성 인자로 유역면적, 하천밀도, 강우 침식도, 식생 및 토지이용, 토양 침식성, 지형(기복 에너지), 하상재료 당 총 7 개의 유역특성인자를 선정하고, 각 인자의 정량화 방법을 제시하였다. 연구(II)에서는 이러한 유역특성 인자들과 중규모 유역에서 수집된 13 점의 이용가능한 유역 비유사량 자료를 이용하여 비유사량 추정방법을 개발한다.

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SWAT 모형을 이용한 볏짚매트의 토양유실 저감효과 분석 (Analysis of Soil Erosion Reduction Effect of Rice Straw Mat by the SWAT Model)

  • 장원석;박윤식;최중대;김종건;신민환;류지철;강현우;임경재
    • 한국농공학회논문집
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    • 제52권3호
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    • pp.97-104
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    • 2010
  • The purpose of this study is to evaluate sediment yield reduction under various field slope conditions with rice straw mat. The Vegetative Filter Strip Model-W (VFSMOD-W) and Soil and Water Assessment Tool (SWAT) were used for simulation of sediment yield reduction effect of rice straw mat. The Universe Soil Loss Equation Practice factor (USLE P factor), being able to reflect simulation of rice straw mat in the agricultural field, were estimated for each slope with VFSMOD-W and measured soil erosion values under 5, 10, and 20 % slopes. Then with the regression equation for slopes, USLE P factor was derived and used as input data for each Hydrological Response Unit (HRU) in the SWAT model. The SWAT Spatially Distributed-HRU (SD-HRU) pre-processor module was utilized, moreover, in order to consider spatial location and topographic features (measured topographic features by field survey) of all HRU within each subwatershed in the study watershed. Result of monthly sediment yield without rice straw mat (Jan. 2000 - Aug. 2007) was 814.72 ton/month, and with rice straw mat (Jan. 2000 - Aug. 2007) was 526.75 ton/month, which was reduced as 35.35 % compared without it. Also, during the rainy season (from Jun. to Sep. 2000 - 2007), when without vs. with rice straw mat, monthly sediment indicated 2,109.54 ton and 1,358.61 ton respectively. It showed about 35.60 % was reduced depending on rice straw mat. As shown in this study, if rice straw mat is used as a Best Management Practice (BMP) in the sloping fields, rainfall-driven sediment yield will be reduced effectively.

SWAT 모형을 이용한 토양유실량 저감효과 모의 (Simulation of the Reduction Effect of Soil Loss Using SWAT Model)

  • 정진권;김환기
    • 환경영향평가
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    • 제17권4호
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    • pp.243-253
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    • 2008
  • The purpose of this study was to simulate the reduction effect of soil loss in the Yongdam reservoir watershed using SWAT model. To evaluate accuracy for flow and sediment yield of SWAT model, calibration was performed for the period from Jan. 2002 to Dec. 2003, and the verification for Jan. 2005 to Dec. 2005. The calibration and the verification were carried out using data observed at the Cheoncheon gaging station. The $R^2$ and EI values in terms of a flow were 0.8 and 0.78 respectively for calibration, whereas they for verification were 0.88 and 0.86 respectively. In terms of a sediment yield, they were 0.7 and 0.48 respectively for calibration, whereas for verification were 0.64 and 0.54 respectively. As a results from model simulation, annual mean soil loss rates in terms of forest, paddy and upland were 0.02 ton/ha/yr, 0.15 ton/ha/yr and 7.58 ton/ha/yr, respectively. The results show that the land use type of a upland has more significant impact on a total soil loss as well as a sediment yield than other types of land use. The sediment delivery ratio was determined to be about 0.35. In this study 2 land cover change scenarios for upland area were considered. These scenarios were used an input to SWAT model in order to evaluate their impact on soil loss and sediment delivery. The results show that a reduction of the upland area would reduce the soil loss and sediment yield.