• 한국물환경학회지
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• 제33권1호
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• pp.8-14
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• 2017

Microcystis aeruginosa (M. aeruginosa) is a cyanobacterium species that can form harmful algal blooms in freshwater bodies worldwide. The use of pine needle extract (PNE) to control nuisance algae by allelopathic inhibition will be environmentally friendly and promising. PNE removed successfully upto 98% of M. aeruginosa at the following optimal conditions: pH 7, $25^{\circ}C$ of temperature, 100 rpm of mixing rate, 5 min of mixing time. These results was indicated that the amount of 1 g/L PNE was removed 1g dryweight/L of M. aeruginosa. The kinetic data showed substrate inhibition kinetics and maximum growth rate was obtained when the M. aeruginosa was grown in medium containing 0.5 g/L of initial concentration of PNE. Different substrate inhibition models were fitted to the kinetic data and found the Luong model was best. The model predicted kinetic parameters were in agreement with the experimental findings. The natural extract, PNE, can be a promising inhibition due to its high efficiency and low dose requirements.

• 한국환경과학회지
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• 제8권1호
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• pp.101-106
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• 1999

The relationship between primary productivity and changes in water quality was investigated at Mulgum station, a site downstream of the Nakdong River, Korea. Phytoplankton production was characterized by blooms of Microcystis aeruginosa during the summer and Stephanodiscus hantzschii during the winter. Primary production and secondary production by bacterioplankton ranged from 1.5~53.5 mg-C/ι day and 0.1~0.3 mg-C/ι day, respectively. Distribution of total organic carbon appeared to be highly correlated with phytoplankton biomass, especially during blooms of M. aeruginosa, when particulate organic carbon was 81% of total organic carbon and the main source of organic materials supplied into the water. The correlation coefficient between chlorophyll-a and BOD was 0.86. Thus it was concluded that autochthonous phytoplankton mostly affected the BOD level. Total bacterial numbers were also highly correlated with chlorophyll-a ($r^2$= 0.84) and the bacterial community appears to be regulated by phytoplankton biomass in this area.

• 해양환경안전학회지
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• 제12권2호
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• pp.75-79
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• 2006

연안해역의 수질특성 및 일차생산 증가 메커니즘을 이해하는 데에 기초 자료로 활용하기 위하여, 많은 양의 담수 유입 후 규조류가 대량 번식한 상태와 담수가 유입되지 않고 적조가 발생하지 않은 상태의 해수의 수질특성을 조사차였으며 그 결과를 요약하면 아래와 같다. 1) 호우로 많은 양의 담수가 유입된 해역에서 규조류인 Skeletonema costatum와 Thalassiosira spp.가 각각 $1,200{\sim}5,000cells/mL,\;750{\sim}1,200cells/mL$의 농도로 관찰되었다. 2) 규조류가 대량으로 증식하지 않은 곳보다 규조류가 대량으로 증식한 곳에서 수온, PH, 용존산소농도가 높게 조사되어, 두 곳 사이의 거리가 20m 정도에 불과함에도 불구하고 두 곳의 수질특성 차이는 뚜렷하게 나타났다. 3) 규조류가 대량으로 증식하지 않은 곳보다 규조류가 대량으로 증식한 곳에서 질소 인, 규소의 농도가 낮게 조사되어, 호우로 질소, 인, 규소보다는 규조류가 증식하기 위해 필요한 미량원소가 육지로부터 풍부하게 유입된 것으로 보인다. DIN/DIP, $DIN/SiO_2-Si$ 비는 모두 규조류가 대량 증식한 정점과 그렇지 않은 정점간의 뚜렷한 차이는 없었다.

• Communications for Statistical Applications and Methods
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• 제31권3호
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• pp.309-322
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• 2024

Identifying algae in water is important for managing algal blooms which have great impact on drinking water supply systems. There have been various microscopic approaches developed for algae classification. Many of them are based on the morphological features of algae. However, there have seldom been mathematical frameworks for comparing the shape of algae, represented as a planar continuous curve obtained from an image. In this work, we describe a recent framework for computing shape distance between two different algae based on the elastic metric and a novel functional representation called the square root velocity function (SRVF). We further introduce statistical procedures for multiple shapes of algae including computing the sample mean, the sample covariance, and performing the principal component analysis (PCA). Based on the shape distance, we classify six algal species in watersheds experiencing algal blooms, including three cyanobacteria (Microcystis, Oscillatoria, and Anabaena), two diatoms (Fragilaria and Synedra), and one green algae (Pediastrum). We provide and compare the classification performance of various distance-based and model-based methods. We additionally compare elastic shape distance to non-elastic distance using the nearest neighbor classifiers.

• 한국물환경학회지
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• 제22권5호
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• pp.887-894
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• 2006

Water quality in the Daecheong reservoir has been deteriorated by algal bloom every year. Algal bloom is propagated from eutrophicated tributary into the main body of the reservoir during the wet season. Nutrients from diffuse sources trigger the propagation of the algal bloom. This study is aimed to analyze relationship between the water current by the simulation and algae transport from the main body in the Daecheong reservoir including tributary where algal bloom has occurred seriously every year. Water quality model CE-QUAL-W2 was applied to analyze water movement in draught season (2001) and flooding season (2003). The result of simulation corresponded with the observed water elevation level, 63~80 m and showed stratification of the Daecheong reservoir. In the draught season, as velocity and direction off low in the reservoir was estimated to affect algae transport including nutrient supply from small tributary, algal blooms occurred in the stagnate zone of middle stream of the reservoir. On the other hand, in the flooding season, it was resulted in nutrient transport from upstream of main reservoir and nutrients were delivered up to downstream by fast water velocity. In result, algal blooms occurred in stagnate zone of reservoir downstream as the current of downstream was retarded according to dam outflow control.

• 한국해양학회지:바다
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• 제14권3호
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• pp.155-162
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• 2009

2008년 한반도 남해동부해역에서 Cochlodinium polykrikoides 적조의 발생, 진행 및 소멸현상을 식물플랑크톤 종조성, 물리 화학적 환경요소와 기상자료를 이용하여 분석하였다. 2008년 C. polykrikoides 적조는 7월말에 조기 발생하여 저밀도로 장기간 연안해역에 집중되어 발생하였다. 7월 초부터 동해남부해역에서 발생한 냉수대의 영향으로 외해로부터 C. polykrikoides 가입이 어려웠으며, 연안 저층의 포자(cyst) 발아에 의한 적조발생 이후 약한 바람 및 가뭄으로 인한 낮은 영양염 농도로 적조가 확산 성장하지 못하고 연안해역에 제한되어 발생한 것으로 판단된다.

• 한국수산과학회지
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• 제34권5호
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• pp.536-544
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• 2001

적조생물 Cochlodinium polykrikoides, Gyrodinium impudicum, Gymnodinium catenatum은 독성을 지니거나, 적조를 일으킴으로써 수산피해 및 보건위생상의 문제를 야기시키는 종이다. 이 종들의 적조발생 환경과 기작을 이해하기 위해서는 종별 생태생리 (eco-physiology) 특성 등을 파악할 필요가 있다. 본 실험에서는 한국 남해안 연안에서 이들 3종의 출현상황과 성장특성을 파악하기 위해 이 해역에서 분리한 종을 대상으로 온도, 염분, 조도 및 영양염류에 따른 성장도를 조사하였다. 1999년도 남해안 남해도, 나로도, 완도 연안에서 이들 3종의 최초출현시기는 수온이 $22.8\sim26.5^{\circ}C$인 7월 중순에서 8월 중순으로써 서로 비슷한 시기에 동반 출현하였다. 유영세포의 소멸시기는 G. catenatum의 경우 8월 중, 하순이었고, C. polykrikoides와 G. impudicum은 수온이 $23^{\circ}C$ 이하로 하강하는 9월 하순이었다. 출현기간 중의 최대밀도는 C. polykrikoides의 경우 $40\times10^6$cells/L 이상으로써 고밀도 증식을 하였으나, G. impudicum과 C. catenatum은 각각 3,460ce11s/L 및 440ce11s/L로써 매우 낮은 밀도로 존재하였다. 배양실험에서 C. polykrikoides, G. impudicum, G. catenatum는 $22\sim28^{\circ}C$에서 양호한 성장을 보였고, 최적수온은 $25^{\circ}C$ 내외로 판단되었는데, 이러한 결과는 적조발생시의 수온과 대체로 일치하였다. 염분에 따른 성장률은 3종 모두 $30\sim35\%$에서 양호한 성장률을 보였다. 3종 중 G. impudicum은 비교적 광염성의 특징을 보였고, G. cstenatum은 $35\%$ 이상의 고염분에서 특히, 저조한 성장률을 보였다. 조도에 따른 성장은 C. polykrikoides와 G. impudicum의 경우 특히 7,5001ux 이상의 고조도에서 성장률이 현저히 높은 것으로 나타났다. 이러한 결과는 C. polykrikoides의 경우 조도가 높은 하계에 표층에서 강한 집적현상을 보이면서도 광저해현상을 밟지 않고 양호한 증식을 할 수 있는 특성과 관련이 있을 것으로 추정되었다. C. polykrikoides와 G. impudicum의 질산 및 암모니아 질소 농도에 따른 성장은 $40{\mu}M$까지는 농도가 높을수록 성장률도 증가하였으나 그 이상에서는 큰 차이를 보이지 않아, 두 종의 질소 임계농도는 $13.5\~40{\mu}M$로 판단되었다. 또한, 인산인은 $4.05{\mu}M$ 까지는 농도가 높을수록 성장률도 증가하였으나 그 이상에서는 큰 성장차를 보이지 않아, 두 종 모두 인산인의 임계농도는 $1.35\sim4.05{\mu}M$로 판단되었다. 한편, C. polyklikoides는 DIN과 DIP 농도가 각각 $1.2{\mu}M$ 및 $0.3{\mu}M$ 이하로 낮았던 나로도와 남해도 외측해역에서도 적조를 형성하였다. 이와 같이 낮은 영양염류 하에서 왕성하게 증식할 수 있었던 이유는 이 종의 경우 일간 수직이동을 통해 야간에 저층에서 풍부한 영양염류를 흡수할 수 있었기 때문으로 해석되었다.

• 한국물환경학회지
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• 제26권6호
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• pp.994-999
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• 2010

The toxin of Cyanobacteria (blue-green algae) during summer season has been a problem and early prevention should be considered. A variety of methods can be used to forecast algal blooms and this study aims at examining feasibility of chlorophyll-a. The real-time data were collected by automatic water quality monitoring system (AWQMS) in Daecheong reservoir and invalid data were sorted by experts. And then, the sorted data were filled using linear interpolation. When the concentration of chlorophyll-a increased by $15mg/m^3$, water temperature and pH exceeded $26.8^{\circ}C$ and 9.5 respectively. As a result of correlation between chlorophyll-a and other parameters(i.e. water quality items and hydrological data), temperature (r=0.502 - 0.574), pH (r=0.583 - 0.681), total organic carbon (TOC, r=0.583 - 0.681) comparably had higher values. Meanwhile, the data around a day or two showed the highest correlation. In addition, chlorophyll-a is considered to be significantly effected by precipitation and inflow.

• 상하수도학회지
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• 제18권3호
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• pp.366-376
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• 2004

Use of artificial circulation system has become popular in Korean reservoirs to control algal blooms and subsequent color, taste and odor problems in drinking water. It was found that the most of aeration system in Korean reservoirs are under-designed compared to existing installations in US and Australia. This was especially true for larger reservoirs greater than $5{\times}10^7m^3$ in volume since it is common to install the system in the vicinity of intake areas only. Consequently, successful cases of artificial circulation systems operations are limited to few small reservoirs less than $1{\times}10^7m^3$. It is suggested that the design methods need to be developed considering physical characteristics and water quality kinetics inside of reservoirs. Also operation methods of artificial circulation systems need to be established considering the water quality dynamics, stratification and morphological characteristics of reservoirs. Finally, it is suggested to maintain comprehensive and long term monitoring programs to validate the application of artificial circulation system in reservoirs.

• 한국농공학회논문집
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• 제58권2호
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• pp.53-63
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• 2016

Monitoring of cyanobacteria bloom in reservoir systems is important for water managers responsible of water supply system. Cyanobacteria affect the taste and smell of water and pose considerable filtration problems at water use places. Harmful cyanobacteria bloom in reservoir have significant economic impacts. We develop a new method for estimating the cyanobacteria bloom using Landsat TM and ETM+ data. Developed model was calibrated and cross-validated with existing in situ measurements from Daecheong Reservoir's Water Quality Monitoring Program and Algae Alarm System. Measurements data of three stations taken from 2004 to 2012 were matched with radiometrically converted reflectance data from the Landsat TM and ETM+ sensor. Stepwise multiple linear regression was used to select wavelengths in the Landsat TM and ETM+ bands 1, 2 and 4 that were most significant for predicting cyanobacteria cell number and bio-volume. Based on statistical analysis, the linear models were that included visible band ratios slightly outperformed single band models. The final monitoring models captured the extents of cyanobacteria blooms throughout the 2004-2012 study period. The results serve as an added broad area monitoring tool for water resource managers and present new insight into the initiation and propagation of cyanobacteria blooms in Daecheong reservoir.