• 한국환경과학회지
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• 제20권8호
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• pp.977-986
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• 2011

This study analyzed the characteristics of stormwater runoff in the orchard areas and quantitatively estimated effluence of nonpoint source pollutants for the volume of runoff. Two target areas under vine cultivation were each $2,000m^2$ and $1,800m^2$, located in Gyeongju City. Since grape was the only crop on the target area, the characteristics of stormwater runoff at vineyard could be evaluated independently. A total of 51 rainfall events in the vineyard area during two years(2008-2009) was surveyed, and 19 of them became stormwater runoff, with rainfall ranging 16.5 - 79.7 mm and antecedent dry period of 1-13 days. The pollutant runoff loads by volume of stormwater runoff showed BOD ranging 19.5 - 45.3% in 30% of runoff volume. The average pollution discharge rate was 32.4%, indicating small first flush effect of BOD. The range of SS concentrations was 5 - 52.0% in 10% of runoff volume, showing the average 28.7% of discharge rate, about 3 times more than rainfall effluent. TOC and TN appeared to be similar to the results of BOD, the average discharge rate of 30.9% and 30.6% for TOC and TN, respectively, for 30% of stormwater runoff volume. Average discharge rate of COD and TP in the same runoff volume was 35.1% and 36%, respectively, showing comparatively high discharge ratio. As the targeted vineyard area was permeable land, the pollution load ratio against rainfall-runoff volume appeared to be 1:1, implying no strong first flush effect for all the survey items.

• 상하수도학회지
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• 제27권3호
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• pp.313-324
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• 2013

It is widely known that untreated Combined Sewer Overflows (CSOs) that directly discharged from receiving water have a negative impact. Recent concerns on the CSO problem have produced several large scale constructions of treatment facilities, but the facilities are normally designed under empirical design criteria. In this study, several criteria for defining CSOs (e.g. determination of effective rainfall, sampling time, minimum duration of data used for rainfall-runoff simulation and so on) were investigated. Then this study suggested a standard methodology for the CSO calculation and support formalized standard on the design criteria for CSO facilities. Criteria decided for an effective rainfall was over 0.5 mm of total rainfall depth and at least 4 hours should be exist between two different events. An Antecedent dry weather period prior to storm event to satisfy the effective rainfall criteria was over 3 days. Sampling time for the rainfall-runoff model simulation was suggested as 1 hour. A duration of long-term simulation CSO overflow and frequency calculation should be at least recent 10 year data. A Management plan for the CSOs should be established under a phase-in of the plan. That should reflect site-specific conditions of different catchments, and formalized criteria for defining CSOs should be used to examine the management plans.

• Journal of Multimedia Information System
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• 제5권4호
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• pp.235-244
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• 2018

Potential maximum soil moisture retention (S) is a dominant parameter in the Soil Conservation Service (SCS; now called the USDA Natural Resources Conservation Service (NRCS)) runoff Curve Number (CN) method commonly used in hydrologic modeling for event-based flood forecasting (SCS, 1985). Physically, S represents the depth [L] soil could store water through infiltration. The depth of soil moisture retention will vary depending on infiltration from previous rainfall events; an adjustment is usually made using a factor for Antecedent Moisture Conditions (AMCs). Application of the method for continuous simulation of multiple storms has typically involved updating the AMC and S. However, these studies have focused on a time step where S is allowed to vary at daily or longer time scales. While useful for hydrologic events that span multiple days, this temporal resolution is too coarse for short-term applications such as flash flood events. In this study, an approach for deriving a time-variable potential maximum soil moisture retention curve (S-curve) at hourly time-scales is presented. The methodology is applied to the Napa River basin, California. Rainfall events from 2011 to 2012 are used for estimating the event-based S. As a result, we derive an S-curve which is classified into three sections depending on the recovery rate of S for soil moisture conditions ranging from 1) dry, 2) transitional from dry to wet, and 3) wet. The first section is described as gradually increasing recovering S (0.97 mm/hr or 23.28 mm/day), the second section is described as steeply recovering S (2.11 mm/hr or 50.64 mm/day) and the third section is described as gradually decreasing recovery (0.34 mm/hr or 8.16 mm/day). Using the S-curve, we can estimate the hourly change of soil moisture content according to the time duration after rainfall cessation, which is then used to estimate direct runoff for a continuous simulation for flood forecasting.

• 대한환경공학회지
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• 제36권3호
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• pp.178-184
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• 2014

본 연구에서는 기존 CSOs (Combined Sewer Overflows) 모니터링에 비해 비용효과적이며 유지관리가 용이한 모니터링 시스템 구축의 적용성 검토를 위해 10.2 ha 규모의 배수면적이 포함된 우수토실에서 2회의 강우이벤트에 대해 전기전도도 데이터 및 토연모델을 이용하여 CSOs 유량 및 수질을 예측하였다. 강우이벤트별 전기전도도 희석률에 의한 유량예측결과 실측값과의 결정계수($R^2$)는 모두 0.86 이상으로 나타났으며, 다양한 강우이벤트에 적용이 가능한 예측식 산정을 위해 선행건기일수 및 강우지속기간 2가지를 추가 매개변수로 고려하여 회귀식을 보정한 후 적용한 결과 전기전도도 희석률만을 고려한 결과에 비해 $R^2$는 0.50에서 0.80, 오차범위 40% 이내에 포함된 상대오차 누적빈도는 54.1%에서 68.5%로 예측값의 정확도가 개선되었다. CSOs 수질은 별도의 입력자료 없이 매개변수의 보정만으로 예측값 산정이 가능한 토연모델을 적용한 결과 강우 이벤트별 실측값과의 $R^2$는 BOD 0.64~0.97, SS 0.70~0.95의 범위를 나타내었다.

• 한국습지학회지
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• 제18권3호
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• pp.275-281
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• 2016

본 연구는 수질 및 수생태계 보전에 관한 법 53조2항에 해당하는 고속도로에서의 효과적인 비점오염관리를 위해 자동차 운행대수에 따른 고속도로의 강우유출 특성을 분석하여 비점오염 저감시설 설치 방안을 제공하고자 수행하였다. 연구대상지점은 총 5지점으로 경부, 서해안, 호남 및 통영대전 고속도로로 지점에 따라 2006~2008년과 2015년에 총 44회의 강우사상을 대상으로 모니터링을 수행하였다. 모니터링 결과, 평균 선행건기일수(ADD)는 6.2일, 평균 강우량은 19.2 mm로 조사되었다. 단위면적당 일평균 차량 통행량(ADT/CA)의 경우 경부고속도로 지점인 H-4에서 49.4대/$day{\cdot}m^2$으로 가장 높았으며 다른 지점의 경우 10대/$day{\cdot}m^2$미만으로 조사되었다. 조사대상 지점에서 발생되는 비점오염물질의 농도는 평균적으로 TSS는 63.5 mg/L, BOD는 24.9 mg/L, TN은 3.35 mg/L, TP는 0.63 mg/L, Total Zn은 298 ug/L로 국내에서 발표된 고속도로 관련 강우유출수 EMC 값보다 비교적 낮게 조사되었다. 한편, 조사대상지점의 오염물질 농도와 ADT/CA간의 상관관계 분석결과, SS에서 $R^2$값이 0.585로 가장 높은 상관성을 나타냈다. ADT/CA와 TSS EMC 와의 상관관계식을 통하여 국내 고속도로 평균 TSS EMC가 73.7 mg/L일 때 ADT/CA는 13 대/일${\cdot}m^2$으로 이를 기준으로 단위면적당 차량의 통행량이 13대보다 높을 경우 입자상 물질의 발생량이 높은 지역으로 고려, 비점오염관리가 필요한 지역으로 제시할 수 있으며 본 연구에서는 선행연구에서 제시된 ADT에 단위면적을 고려하였기에 기존에 수행되었던 연구보다 일반화된 단위로 활용도 및 적용성이 높을 것으로 판단된다.