• 제목/요약/키워드: artificial chemical

검색결과 714건 처리시간 0.031초

인공신경망에 의한 생물공정에서 2차원 형광스펙트럼의 분석 I - 자기조직화망에 의한 형광스펙트럼의 분류 - (Analysis of Two-Dimensional Fluorescence Spectra in Biotechnological Processes by Artificial Neural Networks I - Classification of Fluorescence Spectra using Self-Organizing Maps -)

  • 이금일;임용식;김춘광;이승현;정상욱;이종일
    • KSBB Journal
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    • 제20권4호
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    • pp.291-298
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    • 2005
  • 본 연구는 재조합 대장균과 S.cerevisiae의 발효공정에서 형광스펙트럼 데이터를 수집하였으며, SOM을 이용하여 형광스펙트럼 데이터를 특정 그룹으로 분류하고 발효공정을 분석하고자 하였다. 배출가스 내 이산화탄소농도와 세포농도 같은 공정변수들은 SOM 알고리즘으로부터 얻은 분산 및 정규화된 가중치들과 좋은 연관성을 나타내었다. 전체 스펙트럼 데이터의 분류는 생물공정 모델링을 위한 매우 중요한 단계인데 그 이유는 몇몇 여기파장과 방출파장의 유의한 조합들이 전체영역의 스펙트럼 데이터로부터 추출되기 때문이다. 예를 들면, 본 연구에서 SOM을 이용하여 추출한 98개의 스펙트럼 데이터의 예제들은 부분최소자승법이나 감독신경망 (supervised neural network)을 이용한 공정의 모델링에 사용될 수 있다.

발전소 매립회를 이용한 인공경량골재의 제조 (Production of Lightweight Aggregates Using Power Plant Reclaimed Ash)

  • 김강덕;김정환;김유택;강승구;이기강
    • 한국세라믹학회지
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    • 제47권6호
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    • pp.583-589
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    • 2010
  • In this paper, the properties of reclaimed ash(RA) from various domestic thermal power plants(S, D and H) were analyzed, and the possibility of fabricating the artificial lightweight aggregate(ALA) using RA was studied. The chemical compositions of RA are similar to the clay, but it had higher concentrations of alkali earth metal oxides(CaO, MgO) and unburned-carbon. The TCLP(Toxicity Characteristic Leaching Procedure) results showed that the dissolution concentrations of heavy metal ions of RA were below the limitation defined by the enforcement regulation of wastes management law in Korea. The results of IC analysis showed that leaching concentration of $Cl^-$ ion was 124 ppm for RA of HN and ${SO_4}^{2-}$ ion was leached a few hundreds ppm for all RA in this study. The ALAs with various mass ratio of clay to reclaimed ash(RA:Clay = 7:3, 6:4, 5:5, 4:6, 3:7) were sintered with a electric muffle furnace at the temperature of $1050{\sim}1200^{\circ}C$. The specific gravity and water absorption(%) of the sintered ALAs were 1.1~1.8 and 10~30% respectively. The ALA sintered in the rotary kiln at $1125^{\circ}C$ showed a bulk density of 1.7 and water absorption of 15.2%.

시화호에서 해수유입 전.후의 수환경 요인과 식물플랑크톤 동태 (Dynamics of Water Environmental Factors and Phytoplankton Before and After Inflow of Seawater in Shingwa Reservoir)

  • 신재기;김동섭;조경제
    • 한국환경과학회지
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    • 제9권2호
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    • pp.115-123
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    • 2000
  • The dynamics of water quality and phytoplankton population had examined by monthly sampling from the upper to the lower part of watergate in an artificial Shihwa Reservoir in which situated near newly cities and incustrial complex on the west coast of Korea from January 1997 to December 1998. Among environmental factors, yearly average concentration of chl-a, TN and TP seemed to eutrophic or hypertrophic conditions that ranged 146.4~245.8 $\mu\textrm{g}$/$\ell$, 1.6~2.7 mg N/$\ell$, 258~448 $\mu\textrm{g}$ P/$\ell$, 26.9~80.7 $\mu\textrm{g}$/$\ell$, 1.0~2.4 mgN/$\ell$ and 74~239 $\mu\textrm{g}$P/$\ell$ respectively. Water quality was extremely deteriorated to consistently accumulation into inner reservoir by load of pollutants from autochthonous and allochthonous until early July 1997 after embankment. Water pollution of Shihwa Reservoir was remarkble on the biological condition with largely persistent bloom of phytoplankton and increase rate of standing crops was 2.4/yr. The development trend of phytoplankton in water ecosystem were closely related to increse and decrease of physico-chemical factors and those scale seemed to control by nutrient contents. Inflow of seawater into reservoir to object of repair of water quality. As to see dominant species, composition of those composed to mostly freshwater algae before inflow of seawater such as Selenastrum capricornutum of green algae, cyclotella atomus, C. meneghiniana of diatom and Microcystis spp. of blue-green algae and the other hand brackish algae were dominated after inflow of seawater such as Chaetoceros dicipiens, Skeletonema costatum of diatom, Dinophysis acuminata, Gymnodinium mikimotoi, G. sanguineum, Gyrodinium spirale, Prorocentrum minmum of dinoflagellate and Eutreptiella gymnastica of euglenoid. Moreover, small flagellates including Chroomonas spp. of cryptomonad were abundant throughout the year. The cause of water deterioration during fill of the freshwater were complexly supported with extra and intra parameters. The variation pattern of phytoplankton were related to water temperature and salinity by inflow of seawater based to plentiful nutrients. The dynamics of phytoplankton were assessed to ecosystem that clearly condition of dominant by unique or a few angel species seasonally.

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혐기성소화(嫌氣性消化)의 동역학(動力學) : 고부하시(高負荷時)의 온도영향(溫度影響) (Kinetics of Anaerobic Digestion : Temperature Effects on Highly Loaded Digesters)

  • 장덕;정태학
    • 대한토목학회논문집
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    • 제8권4호
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    • pp.59-67
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    • 1988
  • 혐기성소화(嫌氣性消化)에 미치는 온도(溫度)의 영향(影響)을 가장 효과적으로 파악할 수 있는 체류시간(滯留時間) 5일(日)에서 인공(人工)슬러지를 대상으로 $35{\sim}55^{\circ}C$의 소화실험(消化實驗)을 행하였다. 소화온도증가(消化溫度增加)에 따라 메탄발효(醱酵)의 저해(沮害)가 감소하여, 중온(中溫) 및 중간영역(中間領域)의 온도(溫度)에서는 잔발효(酸醱酵)가 우세하였으나 $55^{\circ}C$에서는 활발한 메탄발효(醱酵)가 이루어졌다. 온도(溫度)의 변화(變化)는 미생물활성(微生物活性)뿐 아니라 슬러지의 물리(物理), 화학적(化學的) 특성(特性)에도 영향(影響)을 미친다고 추정된다. 또한 유입(流入) 슬러지의 희석(稀釋)에 의하여 소화저해(消化沮害)가 크게 감소하여 모든 온도(溫度)에서 활발한 메탄발효(醱酵)가 가능하였다. 소화효율(消化效率)은 수리학적(水理學的) 부하량외(負荷量外)에 유기물부하량(有機物負荷量)에도 지배받음을 알 수 있었다. 소화효율(消化效率)의 급격한 저해(沮害)가 발생된다고 보고된 $40{\sim}45^{\circ}C$에서도 뚜렷한 저해(沮害)는 없었다. 한편 소화온도증가(消化溫度增加)에 따라 소화(消化)슬러지의 침강특성(沈降特性)도 향상되었다.

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Ecosystem Health Assessments of Changwon Stream as a Preliminary Diagnosis for Aquatic Ecosystem Restoration

  • Han, Jung-Ho;Bae, Dae-Yeul;An, Kwang-Guk
    • 생태와환경
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    • 제40권4호
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    • pp.527-536
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    • 2007
  • In this study, we applied 10-metric health assessment model, based on the Index of Biological Integrity (IBI) during 2006 in the Changwon Stream, which is located in the Changwon city, Gyeongnam province, S. Korea, and then compared with water quality data. The Index of Biological Integrity (IBI) in the Changwon Stream varied from 18 to 38 in the watershed depending on the sampling location and averaged 30.3 (n=6) during the study. Analysis of tolerance guilds showed that the proportion of sensitive species was 13%, but tolerant and intermediate species were 34% and 53%, respectively. Qualitative Habitat Evaluation Index (QHEI) averaged 43.3 (range: 65-104, n=6) indicating non-supporting condition, based on the criteria of U.S. EPA (1993). Values of QHEI showed a typical longitudinal decreases from the headwater reach to the downstream location, except for Site 1 with a low QHEI value by artificial habitat by concrete construction. Minimum QHEI was found in Site 4 where fish diversity was minimal. Conductivity increased continuously along the gradients and especially showed abrupt increases in the downstream sites along with turbidity. Stream ecosystem health of IBI matched to the values of QHEI except for S6. Low IBI values in the sites 4 and 5 was considered to be a result of combined effects of chemical pollutions and habitat degradations. Our results support the hypotheses of Plafkin et ai. (1989) that physical habitat quality directly influences the trophic structure and species richness, and is closely associated with IBI values.

Physio-chemical impacts on efficient germination in Platycodon grandiflorum for. duplex pollen culture

  • Kwon, Soo Jeong;Hwang, Ha Nule;Moon, Young Ja;Cho, Gab Yeon;Woo, Sun Hee;Boo, Hee Ock;Koo, Jin-Woog;Kim, Hag Hyun
    • 한국작물학회:학술대회논문집
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    • 한국작물학회 2017년도 9th Asian Crop Science Association conference
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    • pp.170-170
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    • 2017
  • The highly valued ornamental plant, Platycodon grandiflorum for. duplex was generated by petaloidy of a calyx of Platycodon grandiflorum. The present investigation was executed to explore the several factors having effects on the germination of pollens with a view to acquire the underlying data for the artificial crossing to cultivate the species of Platycodon grandiflorum for. duplex. Both low and high temperature impaired the germination of Platycodon grandiflorum for. duplex pollens. The good germination rate was observed at the temperature of $25^{\circ}C$. The types and concentrations of carbon sources induced the differences in germination rate. The germination rate increased with the increasing concentration of sucrose and glucose except for fructose. Sucrose and glucose showed the highest results at the concentration of 20%. While fructose demonstrated the similar tendency to sucrose and glucose, it reduced the germination rate at the concentration of 20%. The highest germination rate was observed at the concentration of 15%. The appropriate carbon course for germination of pollens of Platycodon grandiflorum for. duplex was glucose of which germination rate was twice as high as that of sucrose and fructose. The germination rate was reduced substantially when the pH was close to alkali, and the potential germination rate was obtained at pH 6. Boric acid enhanced the germination rate at a lower concentration than the higher concentration.

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경기도 일죽지역 천부지하수의 질산성 질소 오염특성

  • 김연태;신우식;우남칠;이상모
    • 한국지하수토양환경학회:학술대회논문집
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    • 한국지하수토양환경학회 2002년도 추계학술발표회
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    • pp.215-218
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    • 2002
  • 전형적인 농촌지역 지하수의 질산성 질소 오염현상에 대하여 오염원 규명, 지하수 오염범위와 오염도 파악을 위하여 이 연구를 수행하였다. 연구지역은 대규모 축사가 곳곳에 위치한 축산단지 인근지역이며, 벼농사와 포도재배가 이루어지고 있다. 이 지역의 수리화학적 특성을 밝히기 위하여 지하수파 지표수 시료를 채취하여 화학분석을 수행한 결과, 1차 17지점, 2차 22지점에서 채취한 지하수 시료 중 32~42%에서 질산성 질소 성분이 음용수질 기준(10 mg/L)을 ,초과하였으며, 77%에 해당하는 지점이 인위적 오염물질의 유입가능성이 있는 것(3 mg/L 초과)으로 나타났다. 질소 동위원소($\delta$$^{15}$ N-NO$_3$) 분석 결과에 의하면, 질산성 질소 성분은 대부분 축산폐수 기원임이 밝혀졌다. 현재 축사가 운영되고 있는 지역 뿐 만이 아니라 폐축사가 위치한 지역에서도 질산성 질소 오염이 나타나 축사가 천부지하수질에 오랜 기간동안 영향을 미칠 수 있음이 밝혀졌다.

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Molecular Biological Analysis of Fish Behavior as a Biomonitoring System for Detecting Diazinon

  • Shin, Sung-Woo;Chon, Tae-Soo;Kim, Jong-Sang;Lee, Sung-Kyu;Koh, Sung-Cheol
    • 한국환경독성학회:학술대회논문집
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    • 한국환경독성학회 2002년도 추계국제학술대회
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    • pp.156-156
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    • 2002
  • The goal of this study is to develop a biomarker used in monitoring abnormal behaviors of Japanese medaka (Oryzias latipes) as a model organism caused by hazardous chemicals that are toxic and persistent in the ecosystem. A widely used insecticide, diazinon (O, O-diethyl O- (2-isopropyl-4-methyl-6-pyrimidinyl) phosphorothioate), is highly neurotoxic to fish, and it is also well known that it causes vertebral malformation and behavioral changes of fish at relatively low concentrations. The fish behaviors were observed on a real time basis using an image processing and automatic data acquisition system. The genes potentially involved in the abnormal behaviors were cloned using suppression subtractive hybridization (SSH) technique. The untreated individuals showed common behavioral characteristics. When the test fish was affected by diazinon at a concentration of 0.1 and 1 ppm, some specific patterns were observed in its behavioral activity and locomotive tracks. The typical patterns were enhanced surfacing activity, opercular movement, erratic movement, tremors and convulsions as reported previously. The number of genes up-regulated tty diazinon treatment were 97 which includes 27 of unknown genes. The number of down-regulated genes were 99 including 60 of unknown genes. These gene expression patterns will be analyzed by the artificial neural networks such as self organization map (SOM) and multilayer perceptron (MLP), revealing the role of genes responsible for the behaviors. These results may provide molecular biological and neurobehavioral bases of a biomonitoring system for diazinon using a model organism such as fish.

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Comparative Study of Seeding and Culture Methods to Vascular Smooth Muscle Cells on Biodegradable Scaffold

  • Kim, Dong-Ik;Park, Hee-Jung;Eo, Hyun-Seoun;Suh, Soo-Won;Hong, Ji-Hee;Lee, Min-Jae;Kim, Jong-Sung;Jang, In-Sung;Kim, Byung-Soo
    • Journal of Microbiology and Biotechnology
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    • 제14권4호
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    • pp.707-714
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    • 2004
  • How to improve the cell culture method on scaffolds is important in the tissue engineering fileld. In this study, we optimized seeding and culture methods to vascular smooth muscle cells (VSMCs) on biodegradable polymer scaffold. The primary culture of VSMCs obtained from canine external jugular vein was accomplished by applying the explant-derived method. The primary cultured VSMCs were seeded into scaffolds and then cultured by using various different methods; static or dynamic seeding, static or dynamic culture. The difference in proliferative response of VSMCs was analyzed with an alamar blue assay. Cell-polymer construct was examined by histochemical method and scanning electron microscopy. Mesh type scaffold ($10 \times 10 \times0.4 mm$) was made of polyglycolic acid (PGA) suture thread. The PGA mesh type scaffold was 45% in porosity, and 0.03 g in weight. The primary cultured VSMCs were confirmed with immunohistochemical staining using monoclonal anti-$\alpha$-smooth muscle actin. The density and distribution of proliferated VSMCs within the scaffold and cellular adherence on the surface of the scaffold showed better results in the static seeding condition than in the dynamic condition. Under the same condition of seeding method as the static condition, the dynamic culture condition showed enhanced proliferation rates of the VSMCs when compared to the static culture condition. In conclusion, to improve the VSMCs proliferation in vitro, static seeding is better than the dynamic condition. In the culture condition, however, culture under the dynamic status is better than the static condition. This was a pilot study to manufacture artificial vascular vessel by tissue engineering.

소하천 수질평가를 위한 부착생물 조사 (Periphyton Survey for the Evaluation of Water Quality in a Small Stream before the Construction of an Artificial Lake)

  • 신재기;조경제
    • 환경영향평가
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    • 제9권2호
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    • pp.109-117
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    • 2000
  • The dynamics of physico-chemical factors and biomass of epilithic attached algae was determined by bimonthly sampling in the Kyechon and Yudongchon situated in the upper part of Som River from March 1998 to February 1999. Among environmental factors, average of $NH_4$, $NO_3$, SRP and SRSi concentration ranged $8.9{\sim}86.6{\mu}g$ N/l, $663.9{\sim}2,018.1{\mu}g$ N/l, $0{\sim}15.0{\mu}g$ P/l and 1.6~2.6 mg Si/l, respectively. The contents of chlorophyll-a and organic matter per unit area, which ranged from 21.1 to 231.8 $mg/m^2$ and ranged from 5.2 to 52.6 $g/m^2$, respectively, showed very high in the spatial and temporal variations. Both were high in February and May and low in March seasonally. The fluctuation of epilithic biomass related the concentration of $NH_4$, SRP and current velocity. In relationship between biomass and current velocity, >200 and 100~200 mg chl-a/$m^2$ corresponded to <0.2 and <0.8 m/s, respectively. The evaluation of water quality with chl-a and organic matter of periphyton resulted on over eutrophic condition. Periphytic algae in a small stream were more effective as indicator of water quality than planktonic algae. More researches on periphytic algae in relation to water quality evaluation are needed.

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