• 제목/요약/키워드: Cr:ZnS

검색결과 291건 처리시간 0.03초

대학교 행정실 실내 외 공기 중 나노입자와 중금속 농도에 관한 연구 (A Study on the Concentration of Nanoparticles and Heavy Metals in Indoor/Outdoor Air in a University Administrative Public Office)

  • 최수현;임지영;박희진;정은경;김종오;손부순
    • 한국환경보건학회지
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    • 제38권6호
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    • pp.493-502
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    • 2012
  • Objectives: The purpose of this study is to investigate the mass concentration of nanoparticles and understand the characteristics of elements of heavy metal concentrations within nanoparticles in the air using Micro-Orifice Uniform Deposit Impactor Model-110 (MOUDI-110), based on indoor and outdoor air. Methods: This Study sampled nanoparticles using MOUDI-110 indoors (office) and outdoors at S University in Asan, Korea in order to reveal the concentration of nanoparticles in the air. Sampling continued for nine months (10 times indoors and 14 times outdoors) from March to November 2010. Mass concentrations of nanoparticle and concentrations of heavy metals (Al, Mn, Zn, Ni, Cu, Cr, Pb) were analyzed. Results: Indoors, geometric mean concentration of nanoparticles ranged in size from 0.056 ${\mu}m$ to 0.10 ${\mu}m$ and those of 0.056 ${\mu}m$ or less recorded 0.929 ${\mu}g/m^3$ and 1.002 ${\mu}g/m^3$, respectively. On the other hand, the levels were lower outdoors with 0.819 ${\mu}g/m^3$ and 0.597 ${\mu}g/m^3$. Mann-Whitney U tests showed that the difference between the indoors and the outdoors was statistically meaningful in terms of particles of 0.056 ${\mu}m$ or less (p<0.05) in size. These results are possibly influenced by the use of printers and duplicators as the factor that increased the concentration of nanoparticles. In seasonal concentration distribution, the level was higher during the summer compared to in the autumn. Those of 0.056 ${\mu}m$ or less in size presented a statistically meaningful difference during the summer (p<0.05). These results may be influenced by photochemical event as the factor that makes the levels high. Regarding zinc, among the other heavy metals, the fine particles ranged in size from 0.056 ${\mu}m$ to 0.10 ${\mu}m$ and those of 0.056 ${\mu}m$ or less recorded 1.699 $ng/m^3$ and 1.189 $ng/m^3$ in the outdoors. In the indoors, the levels were lower, with 0.745 $ng/m^3$ and 0.617 $ng/m^3$. Cr and Ni at the size of 0.056 ${\mu}m$ or less, both of which have been known to pose severe health effects, recorded higher concentrations indoors with 0.736 $ng/m^3$ and 0.177 $ng/m^3$, compared to 0.444 $ng/m^3$ and 0.091 $ng/m^3$ outdoors. By season, Zn, Ni, Cu and Pb posted a high level of indoor concentration during the fall. As for Cr, the level of concentration indoors was higher than outdoors both during the summer and the autumn. Conclusion: This study indicates the result of an examination of nano-sized particles and heavy metal concentrations. It will provide useful data for the determination of basic nanoparticle standards in the future.

생물증강법을 이용한 오염해양준설토의 환경친화적 정화 및 재활용 (Eco-friendly remediation and reuse for coastal dredged materials using a bioaugmentation technology)

  • 김인수;하신영;고성철
    • 미생물학회지
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    • 제51권4호
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    • pp.374-381
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    • 2015
  • 국내의 경우 항만과 연안해역 준설로 인하여 연간 수 천만톤 이상 준설토사가 발생하며 매년 증가하고 있으나, 대부분 투기장에 장기간 방치되며, 더구나 2012년부터 런던협약에 의해 해양투기가 금지되고 있어 환경친화적인 준설토처리 및 재활용기술개발이 시급하다. 준설토 재활용기술에서는 중간처리과정후 발생하는 현탁수(유기물과 중금속 함유 $10{\mu}m$ 미만 미세오염퇴적물 포함)의 처리가 필요한데 현재 이 기술은 연구되어 있지 않다. 본 연구에서는 복합유용미생물제제(BM-S-1)을 이용하여 미세해양오염퇴적물($10{\mu}m$ 이하 입자)내 오염되어 있는 유기물질, 영양염류 및 중금속을 정화하여 배출함으로써 오염퇴적물 정화처리수 방류수질 기준을 충족하고자 하였다. BM-S-1 복합미생물제제를 이용한 해양준설토의 친환경정화시스템으로서 일일 50 L 처리용량의 Lab scale 실험장치를 HRT 6.5일, BOD 용적부하 $0.2-0.6kg/m^3{\cdot}day$의 조건으로 생물반응기를 100일 이상 운전하였다. SCOD, T-N 및 T-P의 제거효과는 각각 96.1%, 92.0% 및 79.0%로 나타나 오염미세퇴적토 내의 유기물의 처리효과가 매우 양호하였다. 또한 몇 가지의 중금속(Zn, Ni 및 Cr) 처리에도 효과적이었다. 아울러 물리적으로 분리하기 어려운 $10{\mu}m$ 이하의 미세토양의 고액분리가 가능함을 확인하였다. 미생물군집구조를 분석한 결과 Flavobacteria 및 Gammaproteobacteria 강이 매우 우점하였으며, 이들에 속한 미생물종들은 해양 내의 각종유기물(다당류, 단백질 및 기타 생물중합체)을 처리하는 것으로 알려졌다. 따라서 본 실험에서 사용된 BM-S-1 미생물제제와 처리시스템은 고농도의 염분이 함유되어있는 유기물 및 중금속 오염 해양퇴적물 정화에 효율적으로 적용가능한 것으로 판단되며, 정화, 분리된 미세해양퇴적물은 목적에 맞게 재사용 가능할 것으로 사료된다.

낙동강 하류역 강하먼지의 화학적 조성 특성 (Chemical Composition Characteristics of Dustfall in Nakdong River Area)

  • 전병일;황용식
    • 한국지구과학회지
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    • 제25권6호
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    • pp.428-442
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    • 2004
  • 본 연구는 낙동강 하류역 강하먼지의 조성 특성을 파악하기 위하여, 광구병형 Dust jar를 사용하여 2002년 6월부터 2003년 5월까지 1년간 낙동강 하류역의 5개 지점에서 시료를 채취하였다. 채취된 강하먼지에 함유된 불용성 성분(Al, Ca, Cd, Cr, Cu, Fe, K, Mg, Mn, Na, Ni, Pb, Si, V, Zn) 및 수용성 성분($Cl^-$, $NO_3^-$, $SO_4^{2-}$, $NH_4^+$, $Ca^{2+}$, $K^+$, $MG^{2+}$)들은 ICP/AES, AAS, IC 및 UV를 이용하여 정량하었다. 성분에 대한 지각농축계수를 지역별로 비교한 결과 인위적인 오염원인 Cd, Cu, Pb, Zn에서 10 이상의 높은 값을 보였다. 특히 Pb는 감전동, 원동, 신라대, 삼랑진 및 물금 지점 순으로 감소하는 것으로 조사되었다. 계절별 토양입자의 기여율은 겨울철에 16.3 %로서 가장 높았으며, 1년간 평균 기여율은 11.2%이었다. 계절별[$SO_4^{2-}/NO_3^-$] 당량비는 겨울철(5.12)이 가장 높았고, 가을철(3.30)이 가장 낮게 나타났다. 지역별로는 신라대, 감전동, 물금, 원동 및 삼랑진 순으로, 특히 도심에 인접한 지점의 경우가 높게 나타났으며, 평균 당량비는 4.28이었다. 총 강하먼지에 대한 수용성 이온성분의 총 침적량의 비율은 봄철(71.6%), 여름(61.2%), 가을(49.2%) 및 겨울철(48.6%)의 순으로 나타났으며, 평균은 57.6%이었다. 해염입자의 지역별 기여율 분포는 신라대(34.5%), 감전동(28.3%), 원동(17.3%), 삼랑진(17.2%) 및 물금(13.8%)의 순으로 나타났으며, 평균 기여율은 22.1%로 나타났다.

타투화장품 및 문신용 염료의 유해금속 함량 연구 (Hazardous Metal Content in Tattoo Cosmetics and Tattoo Inks)

  • 김미선;김수언;정삼주;김영은;김민정;이명숙;황인숙
    • 한국환경보건학회지
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    • 제49권2호
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    • pp.66-77
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    • 2023
  • Background: Along with the increase in consumer interest in and consumption of tattoo products, the controversy over harmful heavy metals associated with the use of tattoo cosmetics is also increasing. Therefore, investigation of hazardous metals in these tattoo products is needed. Objectives: This study was performed to provide useful data for establishing reasonable standards to securely manage tattoo cosmetics, tattoo stickers, and tattoo inks distributed in the market. Methods: Thirteen kinds of hazardous metal contents (Pb, As, Cd, Sb, Ni, Co, Cu, Cr, Se, Ba, Zn, Sn, and Hg) were analyzed for 23 tattoo cosmetics, ten tattoo stickers, and 16 tattoo inks. Hg was measured through the combustion-gold amalgamation method, and other hazardous metals were measured by inductively coupled plasma-mass spectrometry (ICP-MS) after acidic decomposition using a microwave apparatus. Results: The detected ranges of Pb, As, Cd, Sb, Ni, and Hg in tattoo cosmetics were 0.07~1.18, 0.06~0.41, ND~0.07, 0.01~3.44, 0.12~2.75, and ND~0.01 ㎍/g, respectively. All of the hazardous metals detected were below the recommended maximum standards of the Ministry of Food and Drug Safety. The mean amount of Pb detected in tattoo stickers for children was 0.24 ㎍/kg and Cd was not detected, meaning both metals met the recommended criteria. There was no statistically significant difference in all measured metals between children's tattoo stickers and adults' tattoo stickers. In the results of the study on the hazardous metal content of tattoo inks, four products (25%) for Pb, one product (6%) for As, 13 products (81%) for Ni, four products (25%) for Cu, and five products (31%) for Zn exceeded the recommended standards approved by the government. The highest predicted exposure amount for hazardous metals exceeding the recommended level of tattoo inks in a single tattooing was 5.69 ㎍/kg for Ni, 8.51 ㎍/kg for Zn, 0.44 ㎍/kg for Pb, 8.07 ㎍/kg for Cu, 0.44 ㎍/kg for As, and 71.36 ㎍/kg for Ba. Conclusions: It is necessary to prepare criteria for content limitation for the management of Co, Cr, Ba and Se tattoo cosmetics, and tattoo inks require thorough quality control.

통영항의 해수 및 저질의 위생학적 특성 (Sanitary Characteristics of Seawater and Sediments in Tongyeong Harbor)

  • 박준용;김영인;배기성;오광수;최종덕
    • 한국식품위생안전성학회지
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    • 제25권4호
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    • pp.367-375
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    • 2010
  • 이 연구는 통영항 내의 해수와 저질의 특성과 주변횟집의 수질의 품질 특성에 대하여 2008년 6월부터 2009년 5월까지 월 1회 조사를 실시하였으며 그 결과는 다음과 같다. 통영항의 해양수온은 평균 $17.4{\pm}5.77^{\circ}C$, 투명도 평균 $1.9{\pm}0.46$ m, 부유물질 $36.7{\pm}5.00$ mg/L, COD $2.36{\pm}0.80$ mg/L, DO $6.67{\pm}1.54$ mg/L, 염분농도 $32.3{\pm}0.64$‰를 각각 나타내었다. 아질산 질소는 $0.010{\pm}0.005$ mg/L, 질산 질소 $0.050{\pm}0.011$ mg/L, 암모니아 질소 $0.030{\pm}0.007$ mg/L, 인산 인 $0.050{\pm}0.006$ mg/L로 각각 나타났으며, TBT는 검출한계 이하로 검출되었다. 통영항 해수 중의 total coliform은 조사기간 중 < 1.8~22,000 MPN/100 mL 범위에 기하학적 평균값이 164.9 MPN/100 mL이었고 230 MPN/l00 mL을 초과하는 비율은 39.6%를 나타내었다. fecal coliform은 < 1.8~7,900 MPN/100 mL 범위에 기하학적평균값은 33.7 MPN/100 mL, 43 MPN/100 mL을 초과하는 비율은 47.9%로 조사되었다. total coliform에 대한 fecal coliform 검출 비율은 69.2%로 나타났다. 통영항 해수 중의 비브리오는 6월부터 11월에 240주가 검출되었으며, V. alginolyticus가 82주로 34.2%를 차지하여 가장 많이 검출되었고, 그 밖에 parahaemolyticus가 13.8%, V. culnificus 10.0%, V. cholerae non-O1이 0%, V. mimicus 12.5%가 검출되었다. 저질 특성은 함수율이 $56.63{\pm}5.51$ %, 강열감량 $9.20{\pm}1.36$%, COD $7.64{\pm}1.13$ mg/g, AVS $0.07{\pm}0.02$mg/g으로 다른 해역에 비하여 다소 높게 나타났다. 중금속의 함량은 카드뮴(Cd)은 $0.10{\pm}0.05$, 구리(Cu) $4.79{\pm}8.20$, 비소(As) $1.95{\pm}0.17$, 수은(Hg) $0.10{\pm}0.07$, 납은 불검출, 6가크롬은 ($Cr^{6+}$) $0.34{\pm}0.12$, 아연 (Zn) $125.33{\pm}16.40$, 니켈(Ni) $16.34{\pm}1.93$ mg/kg을 나타내었다. 통영항 주변 횟집의 total coliform 및 fecal coliform은 횟집에 따라서 다소 차이가 있었지만 여름철에 주로 검출되었으며, 여름철 집중관리가 요구되었다.

추출방법에 따른 대나무(왕대) 추출물의 화학성분 및 생리활성 (Chemical Components and Physiological Activities of Bamboo (Phyllostachys bambusoides Starf) Extracts Prepared with Different Methods)

  • 주인옥;정기태;류정;최정식;최영근
    • 한국식품과학회지
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    • 제37권4호
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    • pp.542-548
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    • 2005
  • 대나루(왕대)를 여러 가지 방법으로 추출하고 그 추출액의 화학 성분을 분석하였다. 대나무 추출액의 pH는 5.0-5.5였고, 가용성고형분과 총페놀 함량은 알코올 추출액이 각각 $13.7^{\circ}Brix$와 0.42%로 가장 높았으며, 증발잔사는 직접가열 추출액이 3.8%로 가장 높았다. 무기성분은 K이 가장 높은 함량을 보였으며, 추출방법에 따라서는 간접가열이 가장 높은 무기물 함량을 나타내었다. 중금속은 Al, Cr, Cu, Mn, Ni, Pb, Zn, 등이 검출되었으며, 유해중금속 중 As, Cd, Hg는 검출되지 않았고 Cr, Pb는 극미량 검출되었다. 폴리페놀은 catechin, chlorogenic acid, caffeic acid, 3-hydroxy benzoic acid, ferulic acid등 5종이 확인되었으며 이중 3-hydroxy benzoic acid와 catechin이 주종을 이루는 것으로 나타났다. 유리당은 galactose, glucose, fructose 및 sucrose가 검출되었으며 glucose와 sucrose의 함량이 가장 높았다. 유기산은 citric acid, tartaric acid, malic acid, succinic acid, acetic acid 등이 검출되었으나 직접가열 추출액은 tartaric acid가, 물 추출액과 알코올 추출액은 citric acid, tartaric acid 및 succinic acid가 검출되지 않았다. 항산화 활성은 간접가열 추출액과 알코올 추출액이 상업용 항산화제인 BHA와 ${\delta}-tocopherol$ 보다 우수하였다. 아질산염소거능은 pH 1.2와 3.0에서 효과가 우수하였으나 pH 6.0에서는 급격히 감소하였다. Tyrosinase 저해활성은 물 추출액이 가장 높았으며, SOD 유사활성과 ACE 저해활성은 간접가열 추출액이 가장 높았다. 식품 부패균에 대한 항균활성은 Bacillus subtilis, E. coli O157, Staphylococcus aureus에 대하여 높은 것으로 나타났다.

공주제일광산 수계에 분포하는 지하수, 지표수, 토양 및 퇴적물의 환경지구화학적 특성과 중금속 오염 (Environmental Geochemistry and Heavy Matel Contamination of Ground and Surface Water, Soil and Sediment at the Kongjujuil Mine Creek, Korea)

  • 이찬희
    • 자원환경지질
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    • 제32권6호
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    • pp.611-631
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    • 1999
  • Enviromental geochemisty and heary metal contamination at the Kongjueil mine creek were underaken on the basis of physicohemical properties and mineralogy for various kinds of water (surface, mine and ground water),soil, precipitate and sediment collected of April and December in 1998. Hydrgeochemical composition of the water samples are characterized by relatively significant enricant of Ca+Na, alkiali ions $NO_3$ and Cl inground and surfore water, wheras the mine waters are relatively eneripheral water of the mining creek have the characteristics of the (Ca+Mg)-$(HCO_3+SO_4)$type. The pH of the mine water is high acidity (3.24)and high EC (613$\mu$S/cm)compared with those of surface and ground water. The range of $\delta$D and $\delta^{18}O$ values (relative to SMOW) in the waters are shpwn in -50.2 to -61.6% and -7.0 to -8.6$\textperthousand$(d value=5.8 to 8.7). Using computer program, saturation index of albite, calcite, dolomite in mine water are nearly saturated. The gibbiste, kaolinite and smectite are superaturated in the surface and ground water, respectively. Calculated water-mineral reaction and stabilities suggest that weathing of silicate minerals may be stable kaolinite owing to the continuous water-rock reaction. Geochemical modeling showed that mostly toxic heavy metals may exist larfely in the from of metal-sulfate $(MSO_4\;^2)$and free metal $(M^{2+})$ in nmine water. These metals in the ground and surface water could be formed of $CO_3$ and OH complex ions. The average enrichment indices of water samples are 2.72 of the groundwater, 2.26 of the surface water and 14.15 of the acid mine water, normalizing by surface water composition at the non-mining creek, repectively. Characteristics of some major, minor and rate earth elements (Al/Na, K/Na, V/Ni, Cr/V, Ni/Co, La/Ce, Th/Yb, $La_N/Yb_N$, Co/Th, La/Sc and Sc/Th) in soil and sediment are revealed a narrow range and homogeneous compositions may be explained by acidic to intermediate igneous rocks. And these suggested that sediment source of host granitic gneiss colud be due to rocks of high grade metamorphism originated by sedimentary rocks. Maximum concentrations of environmentally toxic elements in sediment and soil are Fe=53.80 wt.% As=660, Cd=4, Cr=175, Cu=158, Mn=1010, Pb=2933, Sb=4 and Zn=3740 ppm, and extremely high concentrations are found are found in the subsurface soil near the ore dump and precipitates. Normalizing by composition of host granitic gneiss, the average enerichment indices are 3.72 of the sediments, 3.48 of the soils, 10.40 of the precipitates of acid mine drainage and 6.25 of the soils near the main adit. The level of enerichment was very severe in mining drainage sediments, while it was not so great in the soils. mineral composition of soil and sediment near the mining area were partly variable being composed of quartz, mica, feldspar, chlorite, vermiculite, bethierin and clay minerals. reddish variable being composed of quartz, mica, feldspar, chlorite, vermiculite, bethierin and clay minerals. Reddish brown precipitation mineral in the acid mine drainage identifies by schwertmanite. From the separated mineralgy, soil and sediment are composed of some pyrite, arsenopyite, chalcopyrite, sphalerite, galena, malachite, goethite and various kinds of hydroxied minerals.

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시화호의 중금속 오염과 산화-환원 상태의 공간적 차이 (Heavy Metal Contamination and Spatial Differences in Redox Condition of the Artificial Shihwa lake, Korea)

  • 현상민;김은수;팽우현
    • 한국환경과학회지
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    • 제13권5호
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    • pp.479-488
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    • 2004
  • Five sediment cores from the tidal flat of artificial Lake Shihwa are analyzed in terms of sedimentology and geochemistry to evaluate the heavy metal contamination and redox condition of surficial sediment following the Shihwa seawall construction. The variability of concentrations of various elements depends on the depositional environment, and reflects the various redox conditions and sediment provenances. The amounts of Ti and Al and their ratio of Ti/ Al with respect to Li clearly indicate that there is an anthropogenic contribution to the surficial sediment. The high concentrations of heavy metals suggest an anthropogenic contribution at ST. 34 and ST. 22. Concentrations of most elements (Cr, Cu, Zn and Pb) are higher near the Shihwa-Banwol industrial complex than in the central part of Lake Shihwa. Concentrations of heavy metal in surficial sediment near the Shihwa-Banwol industrial complex are two to eight times higher than in the center of Lake Shihwa. Enrichment factors (EF), which are normalized by the unpolluted shale, suggests a significant metallic contamination near the Shihwa-Banwol industrial complex (SBIC). The redox condition is divided into two anoxic and mixed oxi $c_oxic zones based on the carbon:sulfur (C/S) ratios of organic matter and elemental relationships. Correlations among geochemical elements Mn, U and Mo are significantly different from site to site, and may therefore be an indicator of the spatial redox condition. Controlling factors for switching anoxic/oxic conditions are thought to be water depth and the differences in industrial effluent supply. The variations of the Cu/Mn ratio in the sediments confirms above mentioned spatial differences of a redox condition in part, and therefore shows a location-dependence redox condition in sediments at four other sites. The redox condition of the surficial sediment characteristics of the Shihwa Lake are controlled by its geographic location and water depth.th.

PMF 모델을 이용한 대기 중 PM-10 오염원의 확인 (Source Identification of Ambient PM-10 Using the PMF Model)

  • 황인조;김동술
    • 한국대기환경학회지
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    • 제19권6호
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    • pp.701-717
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    • 2003
  • The objective of this study was to extensively estimate the air quality trends of the study area by surveying con-centration trends in months or seasons, after analyzing the mass concentration of PM-10 samples and the inorganic lements, ion, and total carbon in PM-10. Also, the study introduced to apply the PMF (Positive Matrix Factoriza-tion) model that is useful when absence of the source profile. Thus the model was thought to be suitable in Korea that often has few information about pollution sources. After obtaining results from the PMF modeling, the existing sources at the study area were qualitatively identified The PM-10 particles collected on quartz fiber filters by a PM-10 high-vol air sampler for 3 years (Mar. 1999∼Dec.2001) in Kyung Hee University. The 25 chemical species (Al, Mn, Ti, V, Cr, Fe, Ni, Cu, Zn, As, Se, Cd, Ba, Ce, Pb, Si, N $a^{#}$, N $H_4$$^{+}$, $K^{+}$, $Mg^{2+}$, $Ca^{2+}$, C $l^{[-10]}$ , N $O_3$$^{[-10]}$ , S $O_4$$^{2-}$, TC) were analyzed by ICP-AES, IC, and EA after executing proper pre - treatments of each sample filter. The PMF model was intensively applied to estimate the quantitative contribution of air pollution sources based on the chemical information (128 samples and 25 chemical species). Through a case study of the PMF modeling for the PM-10 aerosols. the total of 11 factors were determined. The multiple linear regression analysis between the observed PM-10 mass concentration and the estimated G matrix had been performed following the FPEAK test. Finally the regression analysis provided source profiles (scaled F matrix). So, 11 sources were qualitatively identified, such as secondary aerosol related source, soil related source, waste incineration source, field burning source, fossil fuel combustion source, industry related source, motor vehicle source, oil/coal combustion source, non-ferrous metal source, and aged sea- salt source, respectively.ively.y.

Synthesis and properties of indole based chemosensor

  • Lee, Jun-Hee;Wang, Sheng;Yu, Hyung-Wook;Kim, Hyung-Joo;Son, Young-A
    • 한국염색가공학회:학술대회논문집
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    • 한국염색가공학회 2011년도 제44차 학술발표회
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    • pp.36-36
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    • 2011
  • We synthesized new dye sensor based on indole compound. Through the UV-vis absorptions, we analyzed chemosensing properties to explain metal binding properties. The peak absorptions increased at 472 nm when added metal cations($Cd^{2+}$, $Cu^{2+}$, $Hg^{2+}$, $Fe^{2+}$, $Zn^{2+}$, $Ni^{2+}$ and $Cr^{3+}$) and gradually decreased the peak at 516 nm. Thus, this UV-Vis absorption behavior clearly showed the metal binding reaction. To measure energy level of used dye sensor, HOMO/LUMO energy value was calculated with cyclovaltagramm(CV) and using computational calculation method, in which we estimated the optimum structure of dye sensor. CV and computational calculation method, both compared to find suitable geometric structure. (with almost same energy values.) From the computational calculation, dye sensor has plane structure. So, Amine and ketone in the dye sensor faced each other and makes position to bind metal cations. In addition, these positions was supported pull-push electron system and generated MLCT process, when the dye sensor was bonded with the metal cations and resulted chemosensing properties. Through the electrochemical and computational calculation method analyze, we proposed the chemosensing principles that the dye sensor bind the metal cation between ketone and amine. Finally, the formation type of metal ion bindings was determined by Job's plot measurements.

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