• 제목/요약/키워드: algal-derived

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머신러닝를 이용한 낙동강 본류 구간 수문-기상인자 조류 예보체계 연구 (A study on algal bloom forecast system based on hydro-meteorological factors in the mainstream of Nakdong river using machine learning)

  • 이태우;김수전;이준형;김경훈;이호용;김덕길
    • 한국습지학회지
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    • 제26권3호
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    • pp.245-253
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    • 2024
  • 남조류의 대량 발생은 담수 생태계에서 수체 내 산소 고갈, 악취 및 독성물질 분비로 인하여 수생태계 및 정수공급체계에 악영향을 미친다. 이러한 녹조현상은 낙동강 보 건설 이후 조류의 수체 내 체류시간 증가와 더불어 기후변화로 인한 지표면 기온 상승으로 인하여 강도와 빈도가 증가할 것으로 예상된다. 본 연구에서는 예상되는 녹조현상의 증가에 대응하기 위하여 조류경보 발령 이전에 선제적 대응을 위한 수문-기상인자 조류 예보체계를 제시하였다. 다연상관 분석을 통하여 조류예측 단계에 따른 기온 및 유량의 선행 영향기간을 탐색하였다. 머신러닝 기법인 의사결정나무 분류를 통하여 선행 기간의 기온 및 유량에 따른 조류예측 단계 분류모델을 도출하였고, 분류모델 결과를 기반으로 수문-기상인자 조류 예보체계를 도출하였다. 제시한 수문-기상인자 조류 예보체계는 녹조현상 발생 이전의 선제적 대응을 위한 기초 연구로써 활용될 수 있을 것으로 판단된다.

팔당호 조류발생 특성 및 수질환경인자의 통계적 분석 (Characteristics of Algal Abundance and Statistical Analysis of Environmental Factors in Lake Paldang)

  • 박혜경;이현주;김은경;정동일
    • 한국물환경학회지
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    • 제21권6호
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    • pp.584-594
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    • 2005
  • The spatio-temporal abundance pattern of algae in Lake Paldang from 2002 to 2004 was investigated. The concentration of chlorophyll a representing algal biomass had fluctuated intensively throughout the year. Among three years, the highest algal biomass was shown in 2002, and typical growth peak of concentration of chlorophyll a was occurred in spring and autumn. There had been frequent rainfall in spring drought period in 2003 and it resulted in the decrease of the algal biomass. The distribution pattern of four algal groups on the surface water of Lake Paldang showed different abundance by season and by water area. In particular, different algal growth characteristics by water areas were observed. Influences of various environmental parameters on algal abundance in four water areas of Lake Paldang were analyzed statistically. From the results of Peason correlation analysis, it was understood that the kinds and affects of environmental parameters were different according to water areas and seasons. Based on the factors analysis of environmental parameters on the concentration of chlorophyll a, stepwise regression models whose independent variables were the factors produced by factor analysis and dependent variable was the concentration of chlorophyll a were derived by water areas and seasons. As a whole, factors related with organics and photosynthesis were revealed to have high affects to algal abundance, whereas limiting nutrients such as phosphorus and nitrogen showed little affect in Lake Paldang.

The effects of algal-derived organic matters (AOMs) and chlorinated AOMs on the survival and behavior of zebrafish

  • Se-Hyun Oh;Jing Wang;Jung Rae Kim;Yunchul Cho
    • Membrane and Water Treatment
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    • 제14권3호
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    • pp.141-146
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    • 2023
  • Algal organic matters (AOMs) are challenging to remove using traditional water treatment methods. Additionally, they are recognized as disinfection by product (DBP) precursors during the chlorination process. These compounds have the potential to seriously harm aquatic creatures. Despite the fact that AOMs and DBPs formed from algae can harm aquatic species by impairing their cognitive function and causing behavioral problems, only a few studies on the effects of AOMs and associated DBPs have been conducted. To assess the impact of extracellular organic materials (EOMs) produced by three different hazardous algal species and the chlorinated EOMs on zebrafish, this study used fish acute embryo toxicity (FET) and cognitive function tests. With rising EOM concentrations, the embryo's survival rate and mental capacity both declined. Of the three algal species, the embryo exposed to Microcystis aeruginosa EOM exhibited the lowest survival rate. On the other hand, the embryo exposed to EOMs following chlorination demonstrated a drop in CT values in both the survival rate and cognitive ability. These findings imply that EOMs and EOMs treated with chlorine may have detrimental effects on aquatic life. Therefore, an effective EOM management is needed in aquatic environment.

Long-chain alcohols derived from the microalga Monoraphidium

  • Yang, Xuewei;Dai, Xin;Zhang, Rui;Shao, Cong;Geng, Shu;Chen, Guangyi;Liu, Xianhua;Wang, Guangyi
    • Advances in Energy Research
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    • 제1권2호
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    • pp.107-116
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    • 2013
  • This study was to investigate the composition and characteristics of long-chained alcohols extracted from the algal strain Monoraphidium 3s35. The production of biomass was optimized using different cultivation methods. Under the aerated growth condition, this strain yielded up to 37.26% extracts of dry weight and $576mgL^{-1}$ biomass. The major compounds of the extracts are mainly long-chained alcohols (89.24%), with carbon chain length ranging from 12 to 20. Interestingly, or the long-chained alcohols, 3-(2-Methoxyethyl)-1-nonanol, 3,7,11,15-Tetramethyl-2-hexadecen-1-ol and oleyl alcohol accounted for 53.68%, 23.45%, and 12.11%, respectively. Because of their amphipathic nature, these long-chained alcohols have been widely used in bioenergy production and cosmetics industry. Furthermore, Monoraphidium 3s35 produced 9.73% of $C_{17}$ and $C_{20}$ alkanes, which can be used as an important supplement for the petrodiesel-like fuel.

Detection of Microphytobenthos in the Saemangeum Tidal Flat by Linear Spectral Unmixing Method

  • Lee Yoon-Kyung;Ryu Joo-Hyung;Won Joong-Sun
    • 대한원격탐사학회지
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    • 제21권5호
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    • pp.405-415
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    • 2005
  • It is difficult to classify tidal flat surface that is composed of a mixture of mud, sand, water and microphytobenthos. We used a Linear Spectral Unmixing (LSU) method for effectively classifying the tidal flat surface characteristics within a pixel. This study aims at 1) detecting algal mat using LSU in the Saemangeum tidal flats, 2) determining a suitable end-member selection method in tidal flats, and 3) find out a habitual characteristics of algal mat. Two types of end-member were built; one is a reference end-member derived from field spectrometer measurements and the other image end-member. A field spectrometer was used to measure spectral reflectance, and a spectral library was accomplished by shape difference of spectra, r.m.s. difference of spectra, continuum removal and Mann-Whitney U-test. Reference end-members were extracted from the spectral library. Image end-members were obtained by applying Principle Component Analysis (PCA) to an image. The LSU method was effective to detect microphytobenthos, and successfully classified the intertidal zone into algal mat, sediment, and water body components. The reference end-member was slightly more effective than the image end-member for the classification. Fine grained upper tidal flat is generally considered as a rich habitat for algal mat. We also identified unusual microphytobenthos that inhabited coarse grained lower tidal flats.

CGI-58 Protein Acts as a Positive Regulator of Triacylglycerol Accumulation in Phaeodactylum tricornutum

  • Qin Shu;Yufang Pan;Hanhua Hu
    • Journal of Microbiology and Biotechnology
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    • 제33권2호
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    • pp.242-250
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    • 2023
  • Comparative gene identification-58 (CGI-58) is an activating protein of triacylglycerol (TAG) lipase. It has a variety of catalytic activities whereby it may play different roles in diverse organisms. In this study, a homolog of CGI-58 in Phaeodactylum tricornutum (PtCGI-58) was identified. PtCGI-58 was localized in mitochondria by GFP fusion protein analysis, which is different from the reported subcellular localization of CGI-58 in animals and plants. Respectively, PtCGI-58 overexpression resulted in increased neutral lipid content and TAG accumulation by 42-46% and 21-32%. Likewise, it also increased the relative content of eicosapentaenoic acid (EPA), and in particular, the EPA content in TAGs almost doubled. Transcript levels of genes involved in de novo fatty acid synthesis and mitochondrial β-oxidation were significantly upregulated in PtCGI-58 overexpression strains compared with wild-type cells. Our findings suggest that PtCGI-58 may mediate the breakdown of lipids in mitochondria and the recycling of acyl chains derived from mitochondrial β-oxidation into TAG biosynthesis. Moreover, this study potentially illuminates new functions for CGI-58 in lipid homeostasis and provides a strategy to enrich EPA in algal TAGs.

팔당호 난분해성 유기물에 대한 조류기원 유기물의 기여 (Algal Contribution to the Occurrence of Refractory Organic Matter in Lake Paldang, South Korea: Inferred from Dual Stable Isotope (13C and 15N) Tracer Experiment)

  • 이연정;하선용;허진;신경훈
    • 생태와환경
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    • 제52권3호
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    • pp.192-201
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    • 2019
  • 효과적인 물환경관리계획을 수립하기 위해서는 다양한 기원의 유기물이 난분해성 유기물 농도 증가에 영향을 줄 수 있는지 여부를 파악하는 것이 중요하다. 특히 상당량의 광합성 산물은 식물플랑크톤에 의해 매일 생성되고 있지만, 이들이 수계 내 난분해성 유기물에 기여하는지에 대한 정보는 부족하다. 본 연구에서는 $^{13}C$$^{15}N$ 추적자 첨가실험을 통해 조류기원 유기물이 생분해(60일, 암배양) 및 산화제(과망간산칼륨) 처리 후 분해되지 않고 잔존하는지 여부를 확인하였다. 생분해 실험 결과 광합성을 통해 생성된 총 유기탄소($TO^{13}C$), 입자성 유기탄소($PO^{13}C$), 입자성 질소($P^{15}N$)는 각각 26%, 20%, 17%가 비 생분해성 유기물로 잔존하였다. 또한 상당량의 $PO^{13}C$가 과망간산칼륨에 의해 산화되지 않고 잔존하였다(초기: 12%, 60일 암배양 후: 38%). 이는 미생물에 의해 사용된 후 남아있는 조류기원 유기물이 난분해성 유기물에 기여할 수 있음을 의미한다. 또한 미생물에 의해 변형된 조류기원 유기물의 양은 COD 산화율 및 유기물 지표 간 격차에 영향을 줄 것으로 사료된다.

Contrasting Correlation in the Inhibition Response of ADP-induced Platelet Aggregation and the Anti-coagulant Activities of Algal fucoidans Derived from Eisenia bicyclis and Undaria pinnatifida sporophylls (Mekabu)

  • Jeong, Eui-Sook;Yoon, Yeon-Hee;Kim, Jong-Ki
    • Fisheries and Aquatic Sciences
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    • 제12권3호
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    • pp.194-202
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    • 2009
  • Sulfated fucans are known to have both anti-thrombotic and anti-coagulant activities. In this study, the variation in platelet aggregation and anti-coagulant activities was investigated in vitro with regard to administered dose, molecular weight distribution, sulfate content, and sugar composition in two algal fucoidans from Eisenia bicyclis and Undaria pinnatifida sporophylls (Mekabu). The anti-coagulant activity largely correlated with sulfate content and with molecular weight distribution in a dose-dependent manner. However, both fucoidans demonstrated inhibitory responses to ADP-induced platelet aggregation in dose- and structure-dependent manners that contrasted with the anti-coagulant activity. Neither molecular weight distribution nor sulfate content greatly affected platelet-aggregation inhibition (PA-inhibition) by the fucoidan fractions, whereas anti-coagulant activity was sensitive to these structural factors. Interestingly, an E. bicyclis fucoidan fraction exhibited almost complete PA-inhibition at a treatment dose of 500 mg/mL while retaining weak anti-coagulant activity. In conclusion, these observations suggest that fucoidan may be a useful anti-thrombotic or anti-platelet agent in various arterial thrombotic disorders, including post-vascular intervention with controlled bleeding complications, due to its anti-coagulant modulating activity.

Formation of Assimilable Organic Carbon from Algogenic Organic Matter

  • Kim, Ji-Hoon;Chung, Soon-Hyung;Lee, Jing-Yeon;Kim, In-Hwan;Lee, Tae-Ho;Kim, Young-Ju
    • Environmental Engineering Research
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    • 제15권1호
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    • pp.9-14
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    • 2010
  • The objective of this study was to assess the variation in the concentration of assimilable organic carbon (AOC) in a drinking water resource, and investigate the characteristics of AOC derived from algae. The seasonal change in AOC at the Kamafusa dam corresponded to changes in the algal cell number. In order to understand the relationship between AOC and algae in a water resource and water purification plant, two kinds of laboratory experiment were performed. The algal culture experiment showed that extracellular organic matter (EOM) that was released during the growth of Phormidium tenue with M-11 medium led to significant increases in the AOC concentration, but no significant variation in the AOC concentration was observed with CT medium containing a high dissolved organic carbon concentration. The chlorination experiment showed that the AOC included in EOM was not easily removed by chlorination, although the AOC included in intercellular organic matter released from the algal cells by chlorination was removed under conditions where residual chlorine was detected.