• 제목/요약/키워드: influence of pollutant

검색결과 188건 처리시간 0.026초

Trend analysis of rainfall characteristics and its impact on stormwater runoff quality from urban and agricultural catchment

  • Salim, Imran;Paule-Mercado, Ma. Cristina;Sajjad, Raja Umer;Memon, Sheeraz Ahmed;Lee, Bum-Yeon;Sukhbaatar, Chinzorig;Lee, Chang-Hee
    • Membrane and Water Treatment
    • /
    • 제10권1호
    • /
    • pp.45-55
    • /
    • 2019
  • Climate change has significantly affected the rainfall characteristics which can influence the pollutant build-up and wash-off patterns from the catchment. Therefore, this study explored the influence of varying rainfall characteristics on urban and agricultural runoff pollutant export using statistical approaches. For this purpose, Mann-Kendall and Pettitt's test were applied to detect the trend and breakpoint in rainfall characteristics time series. In addition, double mass curve and correlation analysis were used to drive the relationship between rainfall-runoff and pollutant exports from both catchments. The results indicate a significant decreased in total rainfall and average rainfall intensity, while a significant increased trend for antecedents dry days and total storm duration over the study periods. The breakpoint was determined to be 2013 which shows remarkable trend shifts for total rainfall, average rainfall intensity and antecedents dry days except total duration. Double mass curve exhibited a straight line with significant rainfall-runoff relationship indicates a climate change effect on both sites. Overall, higher pollutant exports were observed at both sites during the baseline period as compared to change periods. In agricultural site, most of the pollutants exhibited significant (p< 0.05) association with total rainfall, average rainfall intensity and total storm duration. In contrast, pollutants from urban site significantly correlated with antecedent dry days and average rainfall intensity. Thus, total rainfall, average rainfall intensity and total duration were the significant factors for the agricultural catchment while, antecedents dry days and average rainfall intensity were key factors in build-up and wash-off from the urban catchment.

Multiple Antibiotic Resistance Analysis를 이용한 안산천 분변성 미생물 오염원 추적 (Source Tracking of Fecal Contamination at Ansan Stream Using Multiple Antibiotic Resistance Analysis)

  • 이상민;이진;김문일;윤현식
    • 대한환경공학회지
    • /
    • 제33권11호
    • /
    • pp.827-833
    • /
    • 2011
  • 본 연구에서는 안산천을 대상으로 하천의 비점오염원 추적조사를 하였다. 사용된 Multiple Antibiotic Resistance Analysis (MARA) 기법은 사람과 각각의 동물의 장을 통해 배출되는 분변성 미생물들이 항생제에 대한 저항 정도가 다름을 이용하여 기지의 미생물에 대해 데이터베이스를 구축하고 미지 시료에 대해 통계적 분석을 통해 오염원을 찾아내는 방법이다. 안산천 유역을 크게 상류(축산농가지역), 중류(구시가지), 그리고 하류(신시가지) 지역으로 나누어 하천 유역의 환경적인 영향을 알아보고자 하였다. 통계 분석 결과, 가축, 애완 동물, 사람으로 구분한 3-Way 방법의 경우 45.8%가 가축으로 분류되어 상류 지역은 축산 농가 지역의 특성상 동물에 의한 영향이 큰 것으로 판단할 수 있었다. 중류는 구시가지 지역으로써 인간의 영향이 60% 이상으로 나타났으며, 하류 지역 역시 신시가지 지역으로 인간의 영향이 80% 이상으로 나타났다. 실제 현장 조사를 근거로 예상할 수 있었던 비점오염원과 MARA를 통한 분석 결과가 매우 일치하는 모습을 통해 비점오염원 추적을 위한 MARA기법의 유용성을 판단할 수 있었으며, 각 지역의 특성에 맞는 데이터 베이스 구축을 통해 효과적인 비점오염원의 추적이 가능할 것으로 기대된다.

섬진강댐 상류 유역의 강우시 비점오염물질 유출 특성 (Characteristics of Non-point Pollutant Discharge from Upper Watershed of Seomjin Dam during Rainy Season)

  • 곽동희;유승준;김지훈;임익현;권지영;정팔진
    • 상하수도학회지
    • /
    • 제22권1호
    • /
    • pp.39-48
    • /
    • 2008
  • This study was carried out to investigate the characteristics of the pollutant discharge from non-point source and to estimate the unit loads of the pollutant discharge from the upper watershed of Seomjin Dam during rainy season. The upper watershed of Seomjin Dam is located in the middle of Jeonbuk province is formed two tributaries mainly. A sub-branch stream of those tributaries is Imsil stream of which flow rate is about 13% of the main stream of Seomjin reservoir normally. On the basis of measurement result in this study, the water quality of Imsil stream was fluctuated highly and the quantity of measured pollutant discharge was higher than the value calculated with the proportion of flow rate during dry season. On the contrary, during rainy season the mean values of flow rate and water quality were higher than the quartile according to the statistical analysis. That means rainfall can influence strongly on the water quality of the upper watershed of Seomjin reservoir. Among the several criteria of water quality, SS discharge was most sensitive to the flow rate variation of stream, which was fluctuated in proportion of rainfall, basically. It was evaluated the event mean concentration (EMC) of non-point source pollutants depending on rainfall events as well. Though the pollutant discharge unit of Imsil stream was lower than the main stream of Seomjin reservoir, the EMC value of Imsil stream was higher than the main stream of Seomjin reservoir.

기후변화를 고려하기 위한 오염총량관리제 토지계 오염부하량 산정 방식 개선 (Enhancement of Land Load Estimation Method in TMDLs for Considering of Climate Change Scenarios)

  • 류지철;박윤식;한미덕;안기홍;금동혁;임경재;박배경
    • 한국물환경학회지
    • /
    • 제30권2호
    • /
    • pp.212-219
    • /
    • 2014
  • In this study, a land pollutant load calculation method in TMDLs was improved to consider climate change scenarios. In order to evaluate the new method, future change in rainfall patterns was predicted by using SRES A1B climate change scenarios and then post-processing methods such as change factor (CF) and quantile mapping (QM) were applied to correct the bias between the predicted and the observed rainfall patterns. Also, future land pollutant loads were estimated by using both the bias corrected rainfall patterns and the enhanced method. For the results of bias correction, both methods (CF and QM) predicted the temporal trend of the past rainfall patterns and QM method showed future daily average precipitation in the range of 1.1~7.5 mm and CF showed it in the range of 1.3~6.8 mm from 2014 to 2100. Also, in the result of the estimation of future land pollutant loads using the enhanced method (2020, 2040, 2100), TN loads were in the range of 4316.6~6138.6 kg/day and TP loads were in the range of 457.0~716.5 kg/day. However, each result of TN and TP loads in 2020, 2040, 2100 was the same with the original method. The enhanced method in this study will be useful to predict land pollutant loads under the influence of climate change because it can reflect future change in rainfall patterns. Also, it is expected that the results of this study are used as a base data of TMDLs in case of applying for climate change scenarios.

CFD-WRF 접합 모델을 이용한 도시 지역 화재 시나리오별 확산 특성 연구 (Study on Dispersion Characteristics for Fire Scenarios in an Urban Area Using a CFD-WRF Coupled Model)

  • 최희욱;김도용;김재진;김기영;우정헌
    • 대기
    • /
    • 제22권1호
    • /
    • pp.47-55
    • /
    • 2012
  • The characteristics of flow and pollutant dispersion for fire scenarios in an urban area are numerically investigated. A computational fluid dynamics (CFD) model coupled to a mesoscale weather research and forecasting (WRF) model is used in this study. In order to more accurately represent the effect of topography and buildings, the geographic information system (GIS) data is used as an input data of the CFD model. Considering prevailing wind, firing time, and firing points, four fire scenarios are setup in April 2008 when fire events occurred most frequently in recent five years. It is shown that the building configuration mainly determines wind speed and direction in the urban area. The pollutant dispersion patterns are different for each fire scenario, because of the influence of the detailed flow. The pollutant concentration is high in the horse-shoe vortex and recirculation zones (caused by buildings) close to the fire point. It thus means that the potential damage areas are different for each fire scenario due to the different flow and dispersion patterns. These results suggest that the accurate understanding of the urban flow is important to assess the effect of the pollutant dispersion caused by fire in an urban area. The present study also demonstrates that CFD model can be useful for the assessment of urban environment.

토지피복도 자료원에 따른 대청댐유역 수질특성 비교 (The Comparison of Water Quality of Daecheong-Dam basin According to the Data Sources of Land Cover Map)

  • 이근상;박진혁;최연웅
    • Spatial Information Research
    • /
    • 제20권5호
    • /
    • pp.25-35
    • /
    • 2012
  • 본 연구에서는 공간정보 자료원에 따른 수질특성의 영향을 비교하였다. 먼저, 비점오염부하량 평가에 영향을 미치는 토지피복별 기대평균농도(EMC)를 효과적으로 계산하기 위해, 영상분류를 통해 대청댐유역의 토지피복도를 구축하였으며, 이를 환경부 대분류 자료와 비교한 결과 88.76%의 높은 정확도를 확보하였다. 또한 토양도와 영상분류에 의한 토지피복도를 공간 중첩하여 유출곡선지수와 직접유출을 계산하였으며, 분석 결과 석천과 대청댐 유역이 가장 높게 나타났다. 그리고 직접유출과 기대평균농도를 조합하여 계산한 BOD에 대한 비점오염부하량은 삼가천합류점과 소옥천하류 유역이 높게 나타났으며, TN과 TP에 대한 비점오염부하량에서는 삼가천합류점과 봉황천하류 유역이 높게 나타났다. 영상분류에 의한 비점오염부하량의 효용성 평가를 위해 환경부 토지피복도에 의한 비점오염부하량과 상호 비교한 결과, 대청댐상류 유역에서 BOD, TN, TP에 대한 오염부하량의 오차가 각각 10.64%, 11.70%, 20.00%로 가장 크게 나타났다. 따라서 유역내 수질특성을 효과적으로 모의하기 위해서는 논과 밭이 포함된 공간정보를 활용하는 것이 비점오염부하량 평가에 바람직하다고 본다.

경안천 서하보 수저퇴적물 준설이 경기도 광주시 수질오염총량관리에 있어 추가적인 부하량 삭감수단으로써 타당한가? (Dredging Bottom Sediments of Seoha Weir at the Downstream of Kyongan Stream can be Used as a Feasible Pollutant Load Reduction Option in the Total Pollutant Load Management System of Kwangju City?)

  • 유승훈;이범연;이강현;박신정;이창희
    • 한국물환경학회지
    • /
    • 제27권1호
    • /
    • pp.19-29
    • /
    • 2011
  • In order to assess the influences of bottom sediment on water quality, following measurement were made. (1) Estimations of pollutant loads from the bottom sediment based on mass balance concept, (2) measurements of pollutant concentrations in the sediment to assess the pollution level and influence potential, (3) in situ and laboratory measurements of Sediment Oxygen Demants (SOD) and pollutant load (sediment release) from bottom sediment. Analyses of inflow and outflow loadings using simple mass balance show that there are some variations found according to the pollutants. However, there is no consistent evidence that the sediment can be a source of pollutants. Pollutant concentrations in the sediment range 16~724.8 mg/kg (COD), 1.68 ~12.64 mg/kg (T-P), 5.6~76.8 mg/kg (T-N), 0.32~21.6 mg/kg ($NH_3$-N), 0.092~0.544 mg/kg ($NO_2$-N), 4.8~18.4 mg/kg ($NO_3$-N), and 1.59~11.23 mg/kg ($PO_4$-P). Measured SOD ranges $0.190{\sim}0.802g{\cdot}m^{-2}{\cdot}d^{-1}$ and measured release rate ranges $-1618.42{\sim}10mg/m^2{\cdot}d$(COD), $-12{\sim}16mg/m^2{\cdot}d$(T-P), $-197.37{\sim}140mg/m^2{\cdot}d$(T-N), $0.4{\sim}74.32mg/m^2{\cdot}d$($NH_3$-N), $-2.04{\sim}0.8mg/m^2{\cdot}d$ ($NO_2$-N), $-70{\sim}40mg/m^2{\cdot}d$ ($NO_3$-N), and $-26.11{\sim}28.55mg/m^2{\cdot}d$($PO_4$-P). All study results indicate that bottom sediments in the Seoha weir show only limited effects on the water quality. It implies that sediment dredging is not an effective option or management measure to reduce pollutant loading.

금호강, 남강 중권역 지류·지천의 상세오염 현황 및 오염기여율 조사 (Analysis of Specific Contaminated Status and Pollutant Loads Contribution Rate of the Tributaries in Gumho and Nam River Basin)

  • 나승민;권헌각;김경훈;신동석;임태효
    • 한국습지학회지
    • /
    • 제18권4호
    • /
    • pp.363-377
    • /
    • 2016
  • 본 연구는 낙동강수계 오염도가 높은 금호강 및 남강 중권역의 지천들 가운데 수질측정망과 일정한 거리에 있고 오염도가 높은 지천들을 선정하여 각 지점의 오염부하량, 오염특성, 중점관리지천별 세부 유입되는 지천의 오염현황 및 중점 지류가 낙동강 본류에 미치는 영향 등을 살펴보았다. 그 결과, 금호강 및 남강의 대부분의 수질항목별 오염도는 유사하였으나, TN, Chl-a 및 SS는 금호강이 남강에 비해 약 20~120% 이상 높은 오염도를 보였다. 오염발생부하율(kg/day) 및 발생밀도($kg/day/km^2$)는 유량과 하천유하면적에 따라 하천 오염도 순위가 달랐으며, 이러한 영향은 남강에서 더 크게 차이가 발생하였다. 금호강 및 남강의 상세오염조사는 하천의 유로길이, 합류되는 소하천의 개수와 형태에 따라 상세지점을 2개에서 최대 9개까지 나누어 조사하였으며, 그 결과 달서천과 의령천의 오염도가 높게 나타났다. 이외에도, 달서천과 의령천의 본류오염 기여율이 약 10% 내외로 높게 나타났으며, 이는 주변공단, 생활거주지역 형태 및 크기, 농경지 경작 유 무 및 축사 존재 유 무에 따라 오염도 및 상 하류 오염형태가 다르기 때문으로 판단된다

2001년 11월 오염시기와 2002년 봄 황사시기 제주도 고산에서의 잔류성 유기오염물질 농도 변화 (Concentration Variations of Persistent Organic Pollutants in Gosan, Jeju during the Polluted Period in November 2001 and the Yellow Sand Period in Spring 2002)

  • 김영성;김진영;김연제;문길주;문광주;한진석;김상우;윤순창;권성안
    • 한국대기환경학회지
    • /
    • 제19권5호
    • /
    • pp.469-490
    • /
    • 2003
  • Atmospheric concentrations of persistent organic pollutants (POPs) were measured at Gosan, Jeju in November 2001 and spring 2002, each time for two weeks. Primary target pollutants were organochlorine pesticides, coplanar polychlorinated biphenyls (co- PCBs), and dioxin/furans listed in the Stockholm Convention adopted in May 2001. Polycyclic aromatic hydrocarbons (PAHs) were also measured in order to understand the overall characteristics of the POPs distribution as well as PM$_{2.5}$, a potent carrier of POPs. In the latter part of the measurement period of November 2001, almost every pollutant of combustion origin including dioxin/furans went high probably due to influence of emissions in the nearby area. The characteristics of atmospheric environment at Gosan in this period were rather close to urban areas far from those of a background area. A severe dust storm swept for three days at the end of the measurement period of spring 2002. However, changes in pollutant concentrations were relatively small except PM$_{10}$. Nevertheless, increases in particulate PAHs and OCDD (octachlorinated dibenzo-p-dioxins), mostly present in fine particles, were observed. Trends in organochlorine pesticide variations were mixed although possible volatilization of DDT residues from soil was inferred from the measurements of spring 2002.2.2.

소하천의 오염부하량이 수질에 미치는 영향에 관한 연구 (A Study about the Influence of Pollutant Load on Water Quality in a Small Stream Watershed)

  • 이상훈;조욱상
    • 환경영향평가
    • /
    • 제10권1호
    • /
    • pp.9-19
    • /
    • 2001
  • An intensive watershed survey including water quality measurement of 6 times was carried out in order to find out the relationship between pollutant load and water quality in a small stream watershed where livestock wastewater is the main source of water pollution. The findings from the survey are as follows. 1) The number of livestock showed large disagreement among county office, myon, and insite survey. It is vital to check the data at the beginning of watershed survey. 2) The fluctuation of streamflow and water quality was so large depending on the day of measurement that it is essential to set up continuous telemetering system to get reliable data about delivery ratio of pollutants. 3) It was helpful for setting the priority of investigation to check water quality and quantity at several points along the stream after dividing the watershed into 5 drainage areas. 4) To control the livestock wastewater, especially in case of cows, it is necessary to have roof system and prevent overland flow from the ground. In case of pig farms, it is recommended to have public treatment system instead of private treatment system. The exact emission load of livestock wastewater was difficult to estimate, and requires more study.

  • PDF