• 제목/요약/키워드: Doam lake

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Assessment of water quality variations under non-rainy and rainy conditions by principal component analysis techniques in Lake Doam watershed, Korea

  • Bhattrai, Bal Dev;Kwak, Sungjin;Heo, Woomyung
    • Journal of Ecology and Environment
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    • 제38권2호
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    • pp.145-156
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    • 2015
  • This study was based on water quality data of the Lake Doam watershed, monitored from 2010 to 2013 at eight different sites with multiple physiochemical parameters. The dataset was divided into two sub-datasets, namely, non-rainy and rainy. Principal component analysis (PCA) and factor analysis (FA) techniques were applied to evaluate seasonal correlations of water quality parameters and extract the most significant parameters influencing stream water quality. The first five principal components identified by PCA techniques explained greater than 80% of the total variance for both datasets. PCA and FA results indicated that total nitrogen, nitrate nitrogen, total phosphorus, and dissolved inorganic phosphorus were the most significant parameters under the non-rainy condition. This indicates that organic and inorganic pollutants loads in the streams can be related to discharges from point sources (domestic discharges) and non-point sources (agriculture, forest) of pollution. During the rainy period, turbidity, suspended solids, nitrate nitrogen, and dissolved inorganic phosphorus were identified as the most significant parameters. Physical parameters, suspended solids, and turbidity, are related to soil erosion and runoff from the basin. Organic and inorganic pollutants during the rainy period can be linked to decayed matters, manure, and inorganic fertilizers used in farming. Thus, the results of this study suggest that principal component analysis techniques are useful for analysis and interpretation of data and identification of pollution factors, which are valuable for understanding seasonal variations in water quality for effective management.

도암호 유역에서 비점오염물질의 유출부하 특성 (Characteristics of Runoff Load from Nonpoint Source Pollutants in the Lake Doam Watershed)

  • 곽성진;발데브;김기영;강필구;허우명
    • 생태와환경
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    • 제51권1호
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    • pp.135-147
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    • 2018
  • In order to investigate the runoff characteristics of nonpoint source pollutants in the Lake Doam watershed, water quality and flow rate were monitored for 38-rainfall events from 2009 to 2016. The EMC values of SS, COD, TN and TP were in the range of 33~2,169, 3.5~56.9, 0.09~7.65 and $0.06{\sim}2.21mg\;L^{-1}$, respectively. As a result of analyzing the effect of rainfall factor on the nonpoint source pollutant load, EMCs of SS, COD and TP showed a statistically significant correlation with rainfall (RA) (p<0.01) and SS showed highly significant correlation with maximum rainfall intensity (MRI, R=0.48). The load ranges of SS, COD, TN and TP were 10.4~11,984.6, 1.1~724.4, 0.6~51.6 and $0.03{\sim}22.85ton\;event^{-1}$, respectively, showing large variation depending on the characteristics of rainfall events. The effect of rainfall on the load was analyzed. SS, COD and TP showed a positive correlation, but TN did not show any significant correlation. The annual load of SS was the highest with $88,645tons\;year^{-1}$ in 2011 when rainfall was the highest with 1,669 mm. The result of impact analysis of nonpoint source pollution reduction project and land-use change on runoff load showed that pollutant load significantly reduced from 2009 to 2014 but SS and TP loads were increased from 2014 to 2016 due to increase in construction area. Therefore, we suggested that nonpoint source pollution abatement plan should be continued to reduce the soil loss and pollutants during rainfall, and countermeasures to reduce nonpoint source pollution due to construction need to be established.

도암호 유역 송천에서의 강우유출수 분석을 통한 EMC와 초기세척비율 (MFFn) 산정 (Determination of EMC and MFFn Rainfall Runoff in Songcheon, Doam Lake Watershed)

  • 권혁준;김종건;임경재;김동진;홍은미
    • 한국농공학회논문집
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    • 제62권4호
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    • pp.13-22
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    • 2020
  • The Doam Lake watershed has a significant impact on the downstream water system due to nutrients and sediment outflow during rainfall caused by steep slopes, soil losses, and fertilization. These non-point sources are unclear in the discharge area and are affected by land use patterns, soil characteristics, and topographical features of the watershed. Therefore, this study conducted rainfall monitoring from July to October 2019 in Songcheon upstream of the Doam Lake watershed, one of the non-point pollution source management areas. Then, after analyzing rainfall runoff, Event Mean Concentration (EMC) and Mass First Flush ratio (MFFn) were calculated to compare and analyze the characteristics of rainfall and the non-point pollutant discharge. As a result of the analysis, it showed various non-point pollutant emission characteristics for each rainfall event. In addition, the concentration of EMC and the MFFn were affected by the average rainfall intensity and the maximum rainfall intensity, and were not significantly affected by the number of antecedent drying days. In the future, it is expected that effective non-point source reduction measures and management measures according to rainfall intensity through continuous monitoring and analysis will be needed.

인위적 담수 유입에 의한 도암만의 환경변화와 식물플랑크톤 변동 (Size and Species Composition of Phytoplankton Related to Anthropogenic Environmental Changes in Doam Bay)

  • 양응렬;정병관;이어진;류동기;신용식
    • 한국환경과학회지
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    • 제23권6호
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    • pp.1183-1197
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    • 2014
  • Doam Bay is an estuary where harmful algal blooms (HABs) such as red tides develop frequently in summer. The bay also is influenced by freshwater inflow from Tamjin River in upper regions as well as from an artificial lake in lower regions. Phytoplankton size and species composition were investigated at six stations located in the lower regions in April, June and July, 2007. Physical properties (temperature, salinity and SS) were intensively measured for 3 days (5 occasions) after the freshwater discharges from the dike. The freshwater discharge affected temperature, salinity and turbidity in the study sites adjacent to the freshwater lake. Phytoplankton biomass was larger in April than June and it increased more in July. An explicit shift of species composition was observed. Diatoms were dominant in April and June (>70%) whereas their abundances greatly decreased and chlorophytes increased in July. Pseudo-nitzschia sp. was dominant at all stations (except St. 2) and this change was also detected in ecological indices such as diversity and dominance index.

송천유역의 수질환경특성 및 효율적 유역관리 (Water Environment Characteristics and Efficient Basin Management of Song Stream)

  • 허인량;신용건;이건호;최지용;김영진;정의호;정명선
    • 한국환경보건학회지
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    • 제27권2호
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    • pp.51-59
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    • 2001
  • Song stream is located in the upstream of the Namhan River. Normal times, the stream flows down to the east sea through the drainage pipe but at rainy season, it flows to the Namhan River. There are large stock farm, leisure town and cultivated land in this basin. The pollutants from these contamination source cause eutrophication at lake Doam and deterioration of water quality in namdai stream. In this case, this study was carried out to evaluate water quality and environmental capacity as well as economical efficiency of each industry. The basin shape factor of subject stream was 0.315, slope is higher than usual basin. The BOD, T-N and T-P productive contamination loading from each contamination source was 2,690, 974 and 194 kg/day, respectively, and major contamination source was stock farm and cultivated land. Annual BOD, T-N, T-P distribution(median value) of Song stream showed 1.0~2.2 mg/L, 3.16~5.85 mg/L and 0.024~0.197 mg/L Doam lake showed 1.1~1.9, 2.51~3.89 and 0.042~0.114 mg/L, respectively. Being compared of water quality at main stream between past and present, it showed that the water quality has improved since last five years. BOD improvement rate was 8~50%. Run off loading of BOD, T-N, T-P was 366, 1129, 17.2 kg/day, and run off rate was 13.6%, 86.2%, 11.3% respectively. Finally, the result of productivity survey of each industry, leisure town, cultivated land and large stock farm was 118, 46, 50 billion won, per T-P 1kg productive, and productivity portion was 100, 39, 42% respectively, and the highest economical efficiency industry was leisure facilities.

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고랭지밭 현황 파악을 위한 Terra MODIS 위성영상 적용 (Applying Terra MODIS Satellite Image to Analysis of Current State of Upland Field)

  • 박민지;최영순;신형진;이영준;유순주
    • 한국지리정보학회지
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    • 제20권3호
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    • pp.1-11
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    • 2017
  • 도암호 수질 오염의 주요 요인은 상류유역 고랭지밭 탁수 유출로 나타나고 있다. 유역의 고랭지밭 현황 파악은 탁수관리의 매우 중요한 요소이지만 광범위한 면적, 고도와 경사에 따른 접근성 등의 문제로 정보 수집 및 자료 갱신에 어려움이 있다. 현장조사 결과 지적도와 기존 토지피복도의 고랭지밭과 초지가 오분류된 것으로 나타났다. 본 연구에서는 토지피복도의 고랭지밭 분류 정확도 개선을 위해 2000년 5월부터 2015년 9월까지의 MODIS NDVI를 구축하여 적용성을 분석하고 탁수 관리의 기초자료로의 가능성을 제시하고자 하였다.

대관령 지역의 산림 소유역과 농경지 소유역의 수질 비교 (Comparison of Water Quality between Forested and Agricultural Subcatchments in Daegwallyong Area)

  • 신영규
    • 대한지리학회지
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    • 제39권4호
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    • pp.544-561
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    • 2004
  • 본 연구에서는 대관령 지역의 산림 및 농경지 소유역을 대상으로 주 1회의 유량 및 수질 조사를 실시하고 유량 및 수질 항목간의 상관관계를 분석하였다. 산림 소유역의 수질 변화는 적었던 반면 농경지 소유역에서는 화학비료 및 가축분 퇴비의 시용과 토양 유실로 인해 큰 폭의 수질 변화를 보였다. 용존산소량(DO)은 두 소유역에서 유량보다는 수온과 매우 뚜렷한 음의 상관관계를 나타냈다. 산림 소유역에서는 농경지 소유역에 비해 유량과 총질소(T-N) 및 $K^{+}$의 양의 상관관계가 뚜렷하게 나타났다. 반면, 농경지 소유역에서는 부유물질 총량(TSS), 총인(T-P) 및 화학적 산소요구량(COD)이 유량과 높은 상관성을 보였다. 대관령 지역에서는 도암호의 수질 오염, 특히 T-P의 증가가 심각하다는 점에 비추어 볼 때 수질 개선을 위해서는 농경지의 토양 유실 방지가 매우 중요하다. 특히 고랭지 채소 파종기에 해당하는 6월말에서 7월초에 이르는 기간의 토양 및 양분유실이 가장 심각한 것으로 나타나 이를 줄이기 위한 친환경농법 도입이 요구된다.

도암호 유역의 강우시 비점오염물질 유출 특성 (Characteristics of Non-point Pollution Discharge on Stormwater Runoff from Lake Doam Watershed)

  • 곽성진;발데브;김은정;이창근;이형진;허우명
    • 생태와환경
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    • 제45권1호
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    • pp.62-71
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    • 2012
  • Lake Doam watershed was surveyed to evaluate non-point source discharge characteristics and discharge load including several water quality parameters in Song Stream from July 2009 to July 2011. Concentrations of water pollutants were high during the rainfall period, especially, SS, TP and COD showed increasing tendencies toward cumulative water discharge but TN did not show much difference. SS, TP and COD had an initial flush effect of over 50 mm rainfall event but there was no clear tendency for rainfalls below that level. Event mean concentration (EMC) regarding the rainy and dry period showed large differences. Especially rainy season EMC (SS, TP, COD) demonstrated an increasingly high tendency. EMCs of COD, SS, TN and TP measured for twelve rain events were as high as 26.1, 866.0, 4.68 and 0.605 mg $L^{-1}$, respectively. COD, SS, TN and TP loadings from the highland agricultural region of the Song Stream watershed were 34,263, 1,250,254, 2,673 and 933 kg $yr^{-1}\;km^{-2}$, respectively, which were relatively higher than the results of other stream systems. Therefore, it is strongly recommended that long-term monitoring and non-point pollution reduction programs for the highland agricultural area to continue. Furthermore, this non-point source pollution loading research acquired from the highland agricultural area could be the base for reassessment.

통계적 경향 분석을 통한 남한강 상류 수계 수질 변동 해석 (Analysis of Water Quality Fluctuations in Upstream Namhan River Watershed Using Long-term Statistical Analysis)

  • 변상돈;노연정;임경재;김종건;김동진;홍은미
    • 한국농공학회논문집
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    • 제62권5호
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    • pp.15-26
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    • 2020
  • There are fifteen non-point pollution management areas in Korea and three of them (Doam lake, Daegi district and Golji-cheon) are located in the upstream of the Namhan river watershed. Many efforts to reduce non-point sources (NPS) pollution have been conducted, however, water quality pollution in the watershed is still serious. To solve these problems, it is a priority to grasp water quality using statistical techniques. In this study, a trend analysis was conducted to evaluate the effect of NPS management in the watershed. The long-term trends from 1996 to 2018 of water quality properties were analyzed using data collected from the water environment information system. Seventeen monitoring stations were selected along the main stream in Namhan river basin. Monthly water quality properties (BOD, COD, TN, TP, TN/TP ratio, Conductivity, SS and Chlorophyll-a) were collected and analyzed by Mann-Kendall test and LOWESS. The results showed that the Conductivity tended to increase in all regions and was the highest level in Jijangcheon. Organic pollution such as BOD and COD tended to increase in the Jungseon area. SS did not show a large tendency, but it showed high concentration in the Doam watershed. In all regions, 40% of water quality properties showed a tendency to 'UP', 15% of water quality properties tended to 'DOWN', and 46% indicated no tendency. In order to determine the cause of this, additional research and measures for improvement are necessary. This study will be used for the establishment of water quality policy in the future.

동강 수계의 식물플랑크톤 군집 구조에 관한 연구 (A Study of Structure of Phytoplankton Community in the Upstream Watershed of East River, Korea)

  • 조용철;신윤근
    • 생태와환경
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    • 제45권1호
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    • pp.21-33
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    • 2012
  • 동강 수계의 식물플랑크톤 군집 구조를 알아보기 위하여 2008년 5월부터 2009년 4월까지 22개 지점에서 총 4 회 조사를 실시하였다. 동강수계에서 출현한 식물플랑크톤은 총 159종으로서 7강 58속 113종 21변종 25미동정종으로 구성되어 있으며, 규조강이 90종류로 전체 중 56.6%로 가장 높은 점유율을 나타냈고, 그 다음으로 녹조강이 47종류로 29.6%의 점유율을 나타냈으며 남조강이 17종으로 10.7%, 유글레나강이 2종으로 1.3%, 황색편모조강, 갈색편모조강, 와편모조강이 각각 1종 0.6% 순으로 나타났다. 조사기간 모든 시기 20정점 이상에서 출현한 보편종은 Cocconeis placentula, Cymbella minuta, Diatoma vulgare, Melosira varians, Navicula cryptocephala, Scenedesmus acuminatus v. acuminatus 등 6종이었다. 현존량은 86 cells $mL^{-1}$~1,467 cells $mL^{-1}$의 범위로 나타났고, 점유율이 10% 이상인 우점종은 Achnanthes minutissima, Asterionella formosa, Aulacoseira ambigua, Cocconeis placentula, Coelastrum microporum, Cyclotella sp., Cymbella affinis, C. minuta, C. tumida, Diatoma vulgare, Fragilaria capucina, F. construens, F. crotonensis, Gomphonema affine, G. clevei, Melosira varians, Merismopedia elegans, Navicula cryptocephala N. pupula, Nitzschia tryblionella, Oscillatoria anna, O. limosa O. tenuis v. tenuis, Pediastrum duplex v. reticulatum, Phormidium tenue, Scenedesmus acuminatus v. acuminatus, S. acutus v. acutus, S. ecornis v. ecornis, S. quadricauda v. quadricauda, Spirogyra sp., Stigeoclonium sp., Synedra acus, S. ulna, Ulothrix sp. 등 34종이었는데, 가장 중요한 종은 90개 시료 중 52개에서 우점종으로 나타난 Cymbella minuta이었다 종다양성지수는 1.58~3.10, 균등도지수는 0.51~0.95, 우점도지수는 0.22~0.74의 범위로 연구지역이 상당히 안정된 것으로 조사되었다. 본 조사지역의 상류정점의 식물플랑크톤 군집구조는 도암호에서 나오는 방류수에 의해 영향을 받는 것으로 사료된다.