• 한국물환경학회지
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• 제21권4호
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• pp.360-367
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• 2005

We have performed to analyze the trophic state resulting of Lake Yongdam as a result of water quality and nutrient concentration. Lake Yongdam is artifitial multi-purpose Dam resulting from the floods of 2001. The water quality of Lake Yongdam may affect the status of the Geum river basin including the Daecheong reservoir. It is necessary to understand the trophic state to assess water quality until stability after flooding. Water quality was surveyed using depth and hydraulic condition analysis. Further density flow was estimated for stratification and trophic state of Lake Yongdam by chlorophyll ${\alpha}$ concentration (2001~2004). And Environmental factors on chlorophyll ${\alpha}$ concentration were analyzed statistically. Trophic state was evaluated as the oligotrophic state at the main stream of the reservoir and eutrophic state at the upper stream in 2001, but evaluated as eutrophic state in 2002 and 2003 by TSI of Aizaki. From the results of multiple regression analysis using stepwise method, chlorophyll ${\alpha}$ concentration was shown to be very significant when nutrient concentration is high upon initial filling of the Dam. Chlorophyll ${\alpha}$ concentration varied according to sample site, season and year. Concentration were high in the upper stream of Lake Yongdam 4, algae bloom in these watershed were affected by location and high nutrient levels in the summer season which have in turn increased phytoplankton bloom into the reservoir.

• 상하수도학회지
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• 제35권6호
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• pp.417-424
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• 2021

Algal bloom is an ongoing issue in the management of freshwater systems for drinking water supply, and the chlorophyll-a concentration is commonly used to represent the status of algal bloom. Thus, the prediction of chlorophyll-a concentration is essential for the proper management of water quality. However, the chlorophyll-a concentration is affected by various water quality and environmental factors, so the prediction of its concentration is not an easy task. In recent years, many advanced machine learning algorithms have increasingly been used for the development of surrogate models to prediction the chlorophyll-a concentration in freshwater systems such as rivers or reservoirs. This study used a light gradient boosting machine(LightGBM), a gradient boosting decision tree algorithm, to develop an ensemble machine learning model to predict chlorophyll-a concentration. The field water quality data observed at Daecheong Lake, obtained from the real-time water information system in Korea, were used for the development of the model. The data include temperature, pH, electric conductivity, dissolved oxygen, total organic carbon, total nitrogen, total phosphorus, and chlorophyll-a. First, a LightGBM model was developed to predict the chlorophyll-a concentration by using the other seven items as independent input variables. Second, the time-lagged values of all the input variables were added as input variables to understand the effect of time lag of input variables on model performance. The time lag (i) ranges from 1 to 50 days. The model performance was evaluated using three indices, root mean squared error-observation standard deviation ration (RSR), Nash-Sutcliffe coefficient of efficiency (NSE) and mean absolute error (MAE). The model showed the best performance by adding a dataset with a one-day time lag (i=1) where RSR, NSE, and MAE were 0.359, 0.871 and 1.510, respectively. The improvement of model performance was observed when a dataset with a time lag up of about 15 days (i=15) was added.

• 환경위생공학
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• 제24권2호
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• pp.40-48
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• 2009

Unusual bloom of toxic cyanobacteria in water bodies have drawn attention of environmentalists world over. Major bloom of Anabaena, Microcystis in water storage reservoir, rivers and lake leading to adverse health effects have been reported from Australia, England and many part of the world. These cyanobacterial cells can release intercellular matter like toxin in water and these intercellular matter can increase the concentration of organic matter. Cellysis can occur when algal cells meet the disinfectants like chlorine in water treatment plant and the resultant rising up of DOC(Dissolved Organic Carbon) or TOC(Total Organic Carbon) can increase the formation of disinfection by products. Disinfectants that kill microorganisms react with the organic or inorganic matter in raw water. In general disinfectants oxidize the matter in raw water and the resultant products can be harmful to human. There are always conflict about which is more important, disinfection or minimizing disinfection by products. The best treatment process for raw water is the process of the lowest disinfection by products and also the the lowest microorganism. In this study the cultured cells, Microcytis Aeruginosa(MA), Anabaena Flos-aquae(AF), Anabaena Cylindrica(AC), and the cells obtained in Daechung Dam(DC) whose dominant species was Anabaena Cylindrica were subjected to chlorination. Chlorination oxidizes inorganic and organic compounds and destruct live cells in raw water. Chloroform was analyzed for the cultured cells which were treated with $20mg/\ell$ dose of chlorine. In general chloroform is easily formed when dissolved organic matter react with chlorine. The cultured cells contributes the concentration of dissolved organic carbon and also that of total organic carbon which might be potent precusors of chloroform formed. The correlations of the concentration of chloroform, DOC and TOC were investigate in this study.

• 상하수도학회지
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• 제18권4호
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• pp.437-444
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• 2004

To control algal bloom in reservoirs in Korea, artificial circulation systems have been applied. Diffuser block aeration systems have been increasingly used in Korean reservoirs especially for shallow ones. However, there has been no sound theoretical background for the design and operation of the system. Also there has not been sufficient post-installation studies to validate the effectiveness of the system. As a result, it has been repeatedly reported that the success of the system is not certain. Proper consideration on thermal stratification regimes of reservoirs and flow dynamics induced by bubble plumes are essential elements in design processes of the aeration system. This paper discusses the current methods in the design of diffuser type aeration system and suggests a new design method based on fluid mechanical theory. Example calculations were discussed using observed data of the Yeoncho Dam and it seems that the results represent the current situation successfully.

• 전기전자학회논문지
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• 제22권1호
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• pp.93-97
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• 2018

본 논문에서는 자동화 시스템을 이용하여 지속적으로 녹조를 제거하고 워터펌프를 이용하여 산소를 물속에 주입하여 녹조 생성이 잘 이루어지지 않도록 하는 시스템을 개발하였다. 제안한 녹조제거 자동화 시스템은 기계에 부착된 MCU(micro processor unit)를 이용하여 GPS와 초음파센서, 카메라등을 제어함으로 자동조정운행을 할 수 있고, 컨베이어 벨트, 워터 펌프등을 이용하여 녹조를 자동으로 제거할 수 있다. 또한 스마트폰의 어플리케이션과 연동하여 녹조제거 자동화 시스템의 위치를 추적하고 상황에 따라 사용자가 시스템을 직접 운영 할 수 있도록 하였다.

• 수산해양기술연구
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• 제49권2호
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• pp.126-135
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• 2013

This study was performed to have an effect on control the growth of algae such as "Actinastrum fluviatile" which occurs frequently in the aquaculture tank using by a cold plasma, and it also would be expected to promote the growth of water plants due to active element causing OH radicals in the water. In addition, it was verified on the death rate as 99.9% on the scale protrusion of "Aeromonas hydrophila" as well as E. coli, especially, under extreme conditions more than 100 million pathogenic bacterium in the aqua pet tank, the ornamental fish had to act in a safe and healthy environment at over 98% death rate within 48 hours. It has been proven to give no affect on aerobic bacteria that exist in the filter or soil because there was no residual toxicity in the water tank. As the results, it will help to develop and apply on the sterilization device in other industries as well as aquarium organisms due to adopted energy-saving algorithm and reliability in use.

• 원예과학기술지
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• 제31권1호
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• pp.38-49
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• 2013

Prohexadione-calcium (Pro-Ca), ethephon and transient water stress were evaluated in a factorial design, as potential inhibitors of early-season shoot growth of high density orchard management of apple (Malus domestica Borkh.) trees. In the experiment, water stress was imposed to one-half of the 7-year-old 'Golden Delicious'/M.9 apple trees in each of 5 blocks, by stopping irrigation for 3 weeks between 35 and 56 days after full bloom (AFB). Within each whole unit, the following Pro-Ca and ethephon treatments were randomly allocated at $2{\times}2$ factorial: a) 0 or 250 $mg{\cdot}L^{-1}$ a.i. Pro-Ca applied at 28 days AFB and b) 0 or 300 $mg{\cdot}L^{-1}$ a.i. ethephon applied twice (35 and 71 days AFB). All trees were hand thinned to king flowers prior to treatments. Vegetative shoot growth was markedly reduced by Pro-Ca, with its effect being obvious within 14 days after application, while ethephon and water stress treatments were less effective. Pro-Ca had no effect on fruit set and yield but slightly increased fruit size. Ethephon substantially reduced the fruit size and yield but had no effect on fruit set. Water stress reduced fruit set, fruit size and yield. With regard to fruit quality, Pro-Ca did not influence fruit shape, flesh firmness and soluble solids contents (SSC) but slightly reduced titratable acidity. Ethephon had no effect on fruit shape but increased firmness, SSC and acidity, while water stress did not influence these fruit quality attributes. Dry weight of dormant spur buds was reduced by both Pro-Ca and water stress, while increased by ethephon. The larger dormant buds led to the larger spur flowers at the tight cluster stage the following spring. Return flowering was promoted only by ethephon, especially on previous season's shoots. There were no significant interactions between Pro-Ca and ethephon or water stress on most variables observed in this study.

• 한국해양학회지:바다
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• 제6권4호
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• pp.259-264
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• 2001

C. polykrikoides 적조 발생기작 해명의 일환으로 태풍, 조금과 C. polykrikoides 적조의 발생, 수온과 C. polykrikoides 적조의 소멸에 관하여 검토하였다. 그 결과를 요약하면 다음과 같다. 3년간 집중조사결과 태풍, 조석 또는 그 외 환경변화에 의해 수온약층이 반드시 소멸된 후 C. polykrikoides 적조가 발생하였으며, 적조의 발생은 수온약층의 소멸과 밀접한 관계가 있었다. C. polykrikoidesr 적조는 태풍의 영향을 받지 않은 1996${\sim}$1998년, 2000년의 경우8월 하순 이후의 첫 조금 또는 조금 하루 전에 처음 발견되었으며, 1994년과 1999년의 경우 태풍의 영향으로 수온 약층이 조기에 소멸되어 평년보다 12${\sim}$30일 정도 빠른 8월 초순에 처음 발견되었다. 따라서 금후 C. polykrikoides 적조의 최초 발견시기는 태풍으로 수온 약층이 조기에 사라지면 8월 중순 이전이며, 수온 약층이 조기에 소멸되지 않을 경우 8월 하순 이후의 첫 조금 경으로 예측된다. 1997${\sim}$2000년의 태풍이 지나간 후에 C. polykrikoides 적조가 완전 소멸된 것은 수온 외 다른 환경 변화에 의한 것으로 추측되었으며, 20"C이상의 수온에서는 충분히 C. polykrikoides 적조가 발견될 수 있었다. 나로도 주변해역에서 C. polykrikoides 적조의 발생은 태풍 등의 환경 변화에 의해, 휴면포자로부터 발아한 유영세포 또는 이미 저 농도로 표층에 존재한 유영세포에 의해, 그 다음으로 외부에서 또는 표, 저층수의 혼합에 의해 C. polykrikoides 유영세포의 대량 증식에만 관여하는 물질이 유입된 후 ,일사량 및 염분 등의 호적 조건으로 인해 C. polykrikoides 적조가 발생한 것으로 생각된다.의 출발과 일치한다. 남극반도서 대륙붕에서 얻은 이상의 연구 결과는 향후 남반구에서 흘로세 동안에 일어났던 천년단위의 고기후 변화와 그에 따른 고해양 변화를 이해하는데 중요한 정보를 제공해 준다.이스토세 기반암으로부터 운반된 고해안퇴적층의 일부로 해석된다.않았다.선택적으로 분해되는 것으로 여겨진다.두냔 tsuchigae, S. nigripinni morii, M. jeoni, C. splendidus, P. koreanus, C. lutheri, I. koreensis, C. herzi, R. brunneus 등으로 본 종들의 서식 상태는 하천의 오염 정도 및 하천개수와 직접적인 관계가 있으므로 어류서식 환경을 유지시키기 위해서 보다 적극적인 하천 수질관리의 대책과 방안이 수립되어야 될 것으로 사료된다.와 운동, H-R도상에서의 별의 특성과 진화 등이다. 탐구 과정에 대한 학생의 성취도는 비교적 높으므로 이해도가 상대적으로 낮은 영역에 대해 학생의 오답 유형을 참고하여 기본 개념 지도에 보다 관심을 기울일 필요가 있다.Cr은 FW에서 전반적으로 감소하는 경향을 보였지만 SW에서는 실험 초기에 감소하다 24시간 이후에는 증가 후 일정한 양상을 보였다. Pb은 FW에서 전반적으로 감소했지만 SW에서는 초기에 급격히 증가 후 다시 급격히 감소하는 양상을 보였다 Pb 또한 Cu, Cd, As와 마찬가지로 SW1&2에서 제거속도가 가장 빠르게 나타났다. FW 상층수 중 Hg는 시간에 따라 급격히 감소했고, 제거속도는 Fw5&6에서 가장 느렸다. 이러한 결과에 근거할 때 벼가 자라고 있고 이분해성 유기물이 풍부한 FW1&2, FW3&4 토양과 상층수에서는 유기물의 분해 활동이 활발하였지만, 벼가 경작되지 않는 FW5&6과 SW 에서는 유기물이 상대적으로 결핍되어 유기물의 분해활동이 적었을 것으로 판단된다. 한편, 수조에 인위적으로 유기물을 첨가한 경우 박테리아 세포수는 SW1에서 164시간

• ALGAE
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• 제30권1호
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• pp.49-58
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• 2015

In September 2007, reports of respiratory irritation and fish kills were received by the Florida Fish and Wildlife Conservation Commission (FWC) from the Jacksonville, Florida area. Water samples collected in this area indicated a bloom of Karenia brevis, the dinoflagellate that produces brevetoxin, which can cause neurotoxic shellfish poisoning. For the next four months, K. brevis was found along approximately 400 km of coastal and Intracoastal waterways from Jacksonville to Jupiter Inlet. This event represents the longest and most extensive red tide the east coast of Florida has experienced and the first time Karenia species other than K. brevis have been reported in this area. This extensive red tide influenced commercial and recreational shellfish harvesting activities along Florida's east coast. Fourteen shellfish harvesting areas (SHAs) were monitored weekly during this event and 10 SHAs were closed for an average of 53 days due to this red tide. The length of SHA closure was dependent on the shellfish species present. Interagency cooperation in monitoring this K. brevis bloom was successful in mitigating any human health impacts. Kernel density estimation was used to create geographic extent maps to help extrapolate discreet sample data points into $5km^2$ radius values for better visualization of the bloom.

• 생태와환경
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• 제46권1호
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• pp.135-144
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• 2013

본 연구는 청정수역으로 알려져 있던 북한강 수계에서 저수온기에 우점한 남조류 Anabaena spiroides 현존량과 이취미 물질인 지오스민 (geosmin)에 대해 조사하고 환경인자와의 통계적 분석을 통하여 A. spiroides의 증식 특성을 알아보고자 하였다. 2011년 11월 말에 A. spiroides가 과다증식하였는데 출현지역은 의암호 내의 공지천 유입부 부터 하류의 팔당호까지 그 범위가 넓고 하류로 확산되는 특성을 보였다. 저수온기에 수온 상승과 체류시간 증가 등의 물리학적 수환경 변화가 남조류 A. spiroides의 과다증식에 영향을 미쳤다. A. spiroides 현존량은 팔당호에서 $11,325cells\;mL^{-1}$로 최대증식을 보였으며, 수온이 $4^{\circ}C$ 이하로 내려가면서 A. spiroides 현존량이 급격히 감소하였다. 수환경 요인 중에서 수온 하강이 A. spiroides 현존량 감소에 가장 큰 영향을 준 인자였다. 남조류의 대사물질로 이취미의 원인물질인 Geosmin은 팔당호에서 최대 $1,640ng\;L^{-1}$ 농도를 나타냈다. 북한강 수계에서 Geosmin 농도는 A. spiroides와 매우 유의한 상관관계를 보여 A. spiroides에 의해 이취미가 유발되었음을 시사하였다.