• 생태와환경
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• 제40권2호
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• pp.223-233
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• 2007

본 연구에서는 $2002{\sim}2005$년까지 측정된 한국농촌공사의 수질측정자료를 이용하여 계절별, 공간별 저수지의 부영양화 및 수질 특성을 분석하였다. TN에 의거하였을 때, 대다수(전체의 88%)의 저수지는 부영양 상태로 나타났다. OECD 기준에 의거하여 산정한 TP에 의한 영양상태에서는 전체 저수지의 26%가 부영양 상태로 나타났고, 71%는 중영양, 3%는 빈영양 상태로 나타났다. 계절적 변이는 강우 집중기인 7월에서 8월 사이에 강하게 나타나고 있었으며, 전기전도도, COD, SS, TN, TP 및 CHL 값은 강우 후에 증가하는 것으로 나타났다. TP는 전기전도도와 COD 농도가 높은 저수지에서 높은 수준으로 나타나고 있었으며, TP의 증가에 따라 CHL의 농도도 함께 증가하는 것으로 나타났다. COD와 SS는 집중 강우해에 높은 수치를 기록하였으며, TP와 CHL은 가뭄해에 비하여 약 2배정도 높은 수치를 기록하였다. 이는 인근 점 비 점오염원으로부터 장마 기간에 유기물 및 부유물, 영양염의 다량 유입이 원인으로 작용하는 것으로 나타났다. 한편 회귀분석에서는 TN: TP 비와 TP가 매우 높은 상관관계 ($R^2$=0.84, p<0.001, n=34)를 보였으며, CHL과 TP는 1차 함수관계 $(Log_{10}TP=0.5{\times}Log_{10}CHL+0.086)$를 보였다. TN, TP, CHL에 의거한 유사도 분석에서는 약 90% 수준에서 염도가 높으면서 해양 인접 지역에 위치한 그룹, 염도가 낮으면서 내륙에 위치한 그룹, 그리고 뚜렷한 위치 특성을 보이지 않는 중간적인 그룹으로 분류되었다.

• 환경영향평가
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• 제29권1호
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• pp.37-44
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• 2020

본 연구에서는 Chlorophyll-a (Chl-a)값을 빈도분석인 히스토그램(histogram)을 통해 녹조관리가 필요한 지점을 분류 하고자 하였다. 누적도수분포곡선(ogive curve)에 따라 지점별 녹조발생정도를 분석하였고, 히스토그램의 형태에 따라 관리지점을 3단계로 분류하였다. 4대강 중 한강에서 저농도의 Chl-a가 가장 많이 나타났고, 금강과 영산강 지점에서 높은 농도의 Chl-a가 빈번하게 나타났다. 히스토그램의 패턴에 따라 녹조의 관리 정도를 분류 할 수 있었는데, 한강의 경우 집중관리가 필요한 지점이 나타나지 않았고, 금강과 영산강은 대부분의 지점에서 녹조관리가 필요한 것으로 나타났다. 마지막으로 낙동강은 중류 및 하류 지점부터 녹조관리가 필요한 지점으로 분류되었다. 본 연구결과를 통해 빈도분석이 녹조발생의 우심지역 판단의 보조지표 활용 가능성 여부를 확인하였다.

• 한국환경과학회지
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• 제28권11호
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• pp.935-942
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• 2019

Statistical analysis was carried out to identify the influence on environmental factors between paddy water chemical properties and Chl-a concentration (algae biomass index) using water samples collected in June for 3 years at rice paddy field. As a result of correlation analysis, there was a significantly negative relationships in DO(-0.366) and pH(-0.141). In contrast, significantly positive relationships were founded in COD(+0.431) and TOC(+0.422). According to the result of factor analysis, 3 factors were obtained and indicated that PC1 were Ca, K, Mg cation, PC2 were TOC, T-P, $PO{_4}^{3-}-P$ and DO, and PC3 were T-N and $NH_4{^+}-N$. As a result of linear regression analysis to develop a prediction model for chl-a concentration, the total amount of explanation was 20.6%, PC2 had the greatest influence on the increase of chl-a concentration and PC1 also showed a positive correlation but the PC3 has a negative correlation. In conclusion, carbon and phosporous content are the main factors for the increase algae blooms of rice paddy.

• 한국물환경학회지
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• 제37권6호
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• pp.531-538
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• 2021

In this study, the TOC in six estuarine reservoirs in the West Sea (Ganwol, Namyang, Daeho, Bunam, Sapkyo, and Asan) was estimated using optically-active water quality factors by the water environment monitoring network. First, specification data and land use maps of each estuarine reservoir were collected. Subsequently, water quality data from 2013 to 2020 were collected. The data comprised of 11 parameters: pH, dissolved oxygen, BOD, COD, suspended solids (SS), total nitrogen, total phosphorus, water temperature, electrical conductivity, total coliforms, and chlorophyll-a (Chl-a). The TOC in the estuarine reservoirs was 4.9~7.0 mg/L, with the highest TOC of 7.0 mg/L observed at the Namyang reservoir, which has a low shape coefficient and high drainage density. The correlation of TOC with water quality factors was also analyzed, and the correlation coefficients of Chl-a and SS were 0.28 and 0.19, respectively, while the correlation coefficients of these factors in the Namyang reservoir were 0.42 and 0.27, respectively. To improve the estimation of TOC using Chl-a and SS, the TOC was averaged in 5 mg/L units, and Chl-a and SS were averaged. Correlation analysis was then performed and the R² of Chl-a-TOC was 0.73. The R² of SS-TOC was 0.73 with a non-linear relationship. TOC had a significant non-linear relationship with Chl-a and SS. However, the relationship should be assessed in terms of the spatial and temporal variations to construct a reliable remote sensing system.

• 한국환경과학회지
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• 제17권1호
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• pp.85-95
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• 2008

Temporal and spatial variabilities of chlorophyll a (Chl-a) in the northern East China Sea (ECS) are described, using both 8-day composite images of the SeaWiFS (Sea-viewing Wide Field-of-view Sensor) and in-situ data investigated in August and September during 2000-2005. Ocean color imagery showed that Chl-a concentrations on the continental shelf within the 50 m depth in the ECS were above 10 times higher than those of the Kuroshio area throughout the year. Higher concentrations (above $5mg/m^3$) of yearly mean Chl-a were observed along the western part of the shelf near the coast of China. The standard deviation also showed the characteristics of the spatial variability near $122-124^{\circ}E$, where the western region of the East China Sea was grater than that of the eastern region. Particularly the significant concentration of Chl-a, up to $9mg/m^3$, was found at the western part of $125^{\circ}E$ in the in-situ data of 2002. The higher Chl-a concentrations of in-situ data were consistent with low salinity waters of below 30 psu. It means that there were the close relationship between the horizontal distribution of Chl-a and low salinity water.

• 상하수도학회지
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• 제34권4호
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• pp.277-288
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• 2020

In this study, we performed algorithms to predict algae of Chlorophyll-a (Chl-a). Water quality and quantity data of the middle Nakdong River area were used. At first, the correlation analysis between Chl-a and water quality and quantity data was studied. We extracted ten factors of high importance for water quality and quantity data about the two weirs. Algorithms predicted how ten factors affected Chl-a occurrence. We performed algorithms about decision tree, random forest, elastic net, gradient boosting with Python. The root mean square error (RMSE) value was used to evaluate excellent algorithms. The gradient boosting showed 10.55 of RMSE value for the Gangjeonggoryeong (GG) site and 11.43 of RMSE value for the Dalsung (DS) site. The gradient boosting algorithm showed excellent results for GG and DS sites. Prediction value for the four algorithms was also evaluated through the Receiver operating characteristic (ROC) curve and Area under curve (AUC). As a result of the evaluation, the AUC value was 0.877 at GG site and the AUC value was 0.951 at DS site. So the algorithm's ability to interpret seemed to be excellent.

• 원예과학기술지
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• 제28권3호
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• pp.343-352
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• 2010

염 스트레스(0, 50, 100mM NaCl)에 의한 식물 반응을 이해하기 위하여, 본 실험은 수경법으로 2엽기까지 기른 배추를 이용하였다. 신선중과 건물중, 엽록소, 항산화 물질, 폴리아민함량, 항산화 효소 활성, 그리고 이온 레벨을 조사하였다. 배추의 생체중 및 건물중은 염의 증가에 따라 증가하였으며, 50mM NaCl 처리시 최적의 성장을 보였다. Chl a, total Chl, carotenoid 함량과 Chl a/b 비는 100mM NaCI 처리후 6일째 증가하였으나, Chl b 함량은 감소하였다. 글루타치온 함량은 염처리 후 6일째 뿌리에서 증가하였으며, dehydroascorbate는 6일째 잎과 뿌리에서 현저하게 증가하였다. 염처리후 6일째 잎에서, ascorbate peroxidase 활성은 증가하였으나, catalase와 glutathione reductase 활성은 감소하였다. 지상부에 100mM NaCI 처리후 3일째, $Na^+$ 함량은 12.5배 증가하였으나, $Ca^{2+}$, $K^+$과 $Mg^{2+}$ 함량은 43-57% 감소하였다. 또한 염 스트레스에 의한 스페르미딘 감소 현상과 스페르민 증가현상을 나타내었다. 50mM NaCl 처리에 의해 배추의 생장 촉진, 글루타치온 및 비타민 C 함량 증가 현상이 나타났으며, 또한 식물의 생장 촉진에 의한 재배 기간의 단축효과도 기대된다.

• Journal of Plant Biology
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• 제36권3호
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• pp.267-273
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• 1993

Promoters of the chlorophyll a/b bidning protein genes, cab1, and cab2, of Arabidopsis thaliana were studied for their functions in differential expression during greening of etiolated shoots. The etiolated shoots were derived from leaves of transgenic tobacco plants with the cab-CAT (chloramphenicol acetyltransferase) translational fusions, and CAT activity was measured to monitor the activities of the cab promoters. Cab1 promoter activity increased rapidly and showed saturation after about 24 hours of greening, but that of cab2 increased with about 2 day-lag period and showed saturation after 6 days. Cab1 promoter activity was more sensitive to levulinic acid (LA) compared with cab2 activity. Cab2 promoter activity was inhibited more sensitively by chloramphynicol (CAP) than by inhibitors of Chl formation. Cab1 promoter activity was, however, inhibited less sensitively by CAP than by LA. The treatment of abscisic acid (ABA) did not block Chl synthesis so significantly as LA treatment did, and cab2 promoter activity was much less sensitive to ABA compared with that of cab1. These results suggest that cab1 expression is strongly related with Chl formation, possibly with $\delta$-aminolevulinic acid accumulation, and cab2 expression is suppressed more by the blockage of translation of Chl a-apoproteins than by the blockage of Chl a accumulation.

• 대한원격탐사학회지
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• 제26권2호
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• pp.189-207
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• 2010

GOCI(정지궤도 해색센서) 해수환경분석 알고리즘들은 해양 광 특성 현장관측 자료들을 이용하여 개발되었다. 사용된 자료는 1998년부터 2009년까지 한반도 주변 해역에서 총 1348개 정점에서 얻어진 엽록소 농도(Chl-a), 부유물 농도(SS), 용존유기물의 흡광계수($a_{dom}$), 원격반사도($R_{rs}$) 현장자료들이다. GOCI 엽록소 농도 산출 알고리즘(GOCI Chl-a)은 부유물과 용존유기물의 영향을 모두 고려하고 네 개의 원격반사도 밴드비를 이용하여 개발하였다. GOCI Chl-a 알고리즘은 다른 알고리즘들보다 현장관측자료에 근사한 엽록소 농도 값을 산출하였다. SeaWiFS 영상자료에서 GOCI Chl-a 알고리즘은 SeaWiFS 표준 엽록소 산출 알고리즘들보다 평균 46 % 정도 보정된 엽록소 농도 값을 산출하였다. GOCI 부유물 농도 산출 알고리즘(GOCI SS)은 보편적인 두 개의 원격반사도 밴드비를 사용하지 않고, Ahn et al.(2001)의 원격반사도 단일밴드 방법을 사용하여 개발하였다. GOCI 용존유기물 산출 알고리즘(GOCI $a_{dom}$)은 원격반사도 밴드비 $R_{rs}(412)/R_{rs}(555)$와 $a_{dom}(\lambda)$)의 상관관계를 이용하여 개발하였다. GOCI 엽록소 형광 알고리즘과 GOCI 적조분석 알고리즘은 Ahn and Shanmugam(2007)와 Ahn and Shanmugam(2006)의 연구들에 의해 각각 개발되었다. 2010년 6월경에 GOCI의 성공적인 발사가 이루어지면 추후 GOCI 자료의 검보정 연구를 통해 개발된 알고리즘들의 문제점을 분석하고, 한반도 주변 해역의 해양 광 특성 현장자료의 지속적인 업데이트를 통한 알고리즘들의 개선작업이 이루어질 것이다.

• 상하수도학회지
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• 제35권6호
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• pp.405-415
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• 2021

MMBR system has been suggested as a promising system to resolve harvesting problems induced from low settling efficiency of microalgae. And recently, a lot of research on reducing fouling at the MMBR system has investigated focused on EPS in many cases. EPS of microalgae mainly consists of polysaccharides and protein components, and is produced through photosynthesis and nitrogen-carbon metabolic pathways. Especially, P-EPS is one of major compounds which occur membrane fouling phenomenon, as its hydrophobic protein components cause floc formation and cake layer accumulation. And it is already known that almost every microalgae can metabolize P-EPS or Chl-a when nitrogen sources as a substrate is insufficient or exhausted situation. With the above backgrounds, uptake rates of P-EPS or Chl-a by Scenedesmus quadricauda according to the type of carbon source and nitrogen concentration were evaluated in order to verify correlation between carbon source vs P-EPS production, and indeed Scenedesmus quadricauda uses P-EPS or Chl-a when the amounts of nitrogen sourc es in the feed is not satisfied. As a result, it was shown that P-EPS and Chl-a production were increased proportional to nitrogen concentration under organic carbon condition. And especially, the amo unts of P-EPS and Chl-a in the cell were diminished with the nitrogen source becomes insufficient or exhausted. Because P-EPS accelerates fouling at the MMBR system, P-EPS degradation by Scenedesmus quadricauda in order to get nitrogen source may contribute to reducing fouling. About a affects of N-consumed Chl-a to the MMBR fouling, more survey is needed. On the contrary, considering the purpose of MMBR system of this study, i.e. harvesting useful high value microalgae efficiently feeding adequate industrial process wastewater, it seems like difficult to maintain satisfied metabolic activity and to harvest with high yield rate using nitrogen-poor MMBR feed.