• 제목/요약/키워드: T-PLS

검색결과 97건 처리시간 0.023초

형광 3D-EEMs를 이용한 시화호유역 하천 및 공단폐수의 유기물 특성 분석 (Characterization of Dissolved Organic Matter in Stream and Industrial Waste Waters of Lake Sihwa Watershed by Fluorescence 3D-EEMs Analysis)

  • 이미경;최광순;김세원;김동섭
    • 대한환경공학회지
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    • 제31권9호
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    • pp.803-810
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    • 2009
  • 본 연구에서는 유역특성이 뚜렷이 구분되는 시화호 유역(농촌, 도심지역, 공단지역)의 하천수 및 공단폐수를 대상으로 형광 3D-EEMs (3-Dimensional Excitation Emission Matrix Spectroscopy)를 이용하여 DOM (Dissolved Organic Matter)의 공간적 분포 특성을 파악하였다. 또한, 강우시 synchronous와 3D-EEMs를 이용하여 시간에 따른 DOM의 변화 특성을 보았다. 3D-EEMs로 부터 나타난 주요 DOM 물질은 휴믹계물질(Humic Like Substances, HLS)과 단백질계물질(Protein Like Substances, PLS)로 농촌 및 도심유역에서는 HLS가 주로 분포하였으며, 공단유역에서는 HLS 뿐만 아니라, PLS도 높게 나타났다. 각 지점별 DOM의 형광 peak $T_1:C_1$ ratio로 부터 반월공단(3TG)에서 난분해성 휴믹계 물질이 매우 높은 것으로 나타났다. 또한, 조사지점의 PLS 물질(peak $T_1$, peak $B_1$)과 BOD 농도가 직선의 상관성($r^2$=0.65, $r^2$=0.66)을 보여, 이러한 원인은 하수 유입 등에 의한 영향으로 보인다. 강우시(Rainfall, 30 mm) 시간에 따른 DOM의 모니터링 결과, 농촌유역에서는 HLS와 PLS가 비강우시와 비교하여 형광세기만 높아졌을 뿐, 구성 물질 의 변화 특성은 보이지 않았다. 한편, 도심유역에서는 HLS의 강우 초기 30분 내에 유출이 높은 것으로 나타났으며, 공단유역(4TG)에서도 강우 초기 20분 내에 HLS와 PLS의 유출이 매우 높게 나타났다. 본 연구로부터 형광 3D-EEMs는 유역의 DOM 기원을 밝히고, 비점오염원 및 하 폐수를 모니터링 하는데 있어 유용한 tool로 적용될 수 있음을 제시한다.

Discovery of Urinary Biomarkers in Patients with Breast Cancer Based on Metabolomics

  • Lee, Jeongae;Woo, Han Min;Kong, Gu;Nam, Seok Jin;Chung, Bong Chul
    • Mass Spectrometry Letters
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    • 제4권4호
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    • pp.59-66
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    • 2013
  • A metabolomics study was conducted to identify urinary biomarkers for breast cancer, using gas chromatography-mass spectrometry (GC-MS) and liquid chromatography-mass spectrometry (LC-MS), analyzed by principal components analysis (PCA) as well as a partial least squares-discriminant analysis (PLS-DA) for a metabolic pattern analysis. To find potential biomarkers, urine samples were collected from before- and after-mastectomy of breast cancer patients and healthy controls. Androgens, corticoids, estrogens, nucleosides, and polyols were quantitatively measured and urinary metabolic profiles were constructed through PCA and PLS-DA. The possible biomarkers were discriminated from quantified targeted metabolites with a metabolic pattern analysis and subsequent screening. We identified two biomarkers for breast cancer in urine, ${\beta}$-cortol and 5-methyl-2-deoxycytidine, which were categorized at significant levels in a student t-test (p-value < 0.05). The concentrations of these metabolites in breast cancer patients significantly increased relative to those of controls and patients after mastectomy. Biomarkers identified in this study were highly related to metabolites causing oxidative DNA damage in the endogenous metabolism. These biomarkers are not only useful for diagnostics and patient stratification but can be mapped on a biochemical chart to identify the corresponding enzyme for target identification via metabolomics.

광주 대인예술시장 지원 프로그램이 예술인의 지속적 활동의사에 미치는 영향 분석 (An Analysis of the Effect of the Support Program for Gwangju Dae-in Art Market on the Sustainable Activity Intent of Artists)

  • 박주영;손정민;구자훈
    • 국토계획
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    • 제54권3호
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    • pp.5-14
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    • 2019
  • Starting with the market vitalization project in 2008, The Gwangju Dae-in Art Market has attracted to many artists, changing into cultural and art market. After the project was carried out for a certain period of time, a study was conducted to determine the differing opinions of the artists and merchants in regards to the market. The study also examined and analyzed the factors affecting the artists' continuous activities. The difference in recognition perception between artists and merchants was analyzed through a T-test. PLS-regression analysis was used for the artists' continuing intention to work. As a result, the artists and merchants recognized that the number of visitors increased after the influx of artists. Programs that had a positive impact on the artist's intention for sustainable activities were as follows: the 'Art Products Creation Workshop', where artists, merchants, and citizens collaborate to develop commodities needed for the market; 'Hanpyeong Gallery', where artists directly or indirectly interact with merchants and citizens; the 'Artist-Merchant Workshop', where artists and merchants produce articles required for the market; 'C'est Si Bon', which expresses the placeness of the market into art; and the 'Dae-in Art Night Market', where citizens, merchants and visitors can sell their own works. On the other hand, programs with the negative effect were those where artists' participation was low or none, as the policy implications, they should be actively develop this type of programs, where artists could participate and interact with citizens and merchants, like this visitors and sales can be increased.

포항가속기 저장링 진공 Chamber 용접 (UHV Welding for The PLS Vacuum Chambers)

  • 최만호;정상수;김효윤;김명진;이해철;한영진;최우천
    • 한국진공학회지
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    • 제2권3호
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    • pp.275-281
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    • 1993
  • 본 논문은 포항가속기에서 건설 중인 진공 chamger의 용접에 관한 것이다. 저장링에 전자빔을 5시간 이상 저장하기 위하여 10-10torr 이하로 진공도를 유지하도록 설계되어 있기 때문에 초고진공에 적합한 TIG 용접(tungsten inert gas welding)을 하였다. 진공 chamber는 Al 5083-H321이며 flange의 재질은 Al 2219-T852이다. Sector chamber I, II의 총 용접 길이는 각각 27m, 37m이며 진공에 유해한 균열과 virtual leak가 생기지 않도록 하는 용접조건 등을 선정하였다.

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An Integrated Framework for Modeling the Influential Factors Affecting the Use of Voice-Enabled IoT Devices: A Case Study of Amazon Echo

  • Temidayo Oluwapelumi Shofolahan;Juyoung Kang
    • Asia pacific journal of information systems
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    • 제28권4호
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    • pp.320-349
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    • 2018
  • Purpose: The application of IoT is finding continuous acceptance in our daily lives, particularly, smart speakers are making life easier and convenient for consumers. This research aims to develop and test an integrated model of factors influencing consumer's adoption of voice-enabled IoT devices. Design/methodology/approach: Based on the VAM, an integrated voice-enabled IoT device adoption model is proposed. Gender differences on five constructs relating with perceived value (perceived usefulness, perceived enjoyment, perceived security risk, perceived technicality and perceived cost) was also examined through PLS-MGA technique. The usage experience of consumers was also controlled in the integrated VAM. Findings: Result shows that Perceived-Usefulness, Perceived-Enjoyment and Perceived-Cost have a strong effect on Perceived-Value. However, Perceived-Technicality and Perceived-Security-Risk are non-influential and have no significant effect on PV. Additionally, Perceived-Value and Social-Influence plays a significant role in predicting adoption intention. Gender differences also exist in consumers perception of usefulness, enjoyment and cost. In comparison to the basic value-based adoption model, the integrated model provides more insight on consumers adoption of voice-enabled IoT devices. Originality/value: Using an integrated model, this study is one of the first scholarly attempt at modelling the influential factors for adopting smart speakers i.e., voice-enabled IoT devices, with implications for improved adoption.

포항 20억 전자볼트 선형가속기 클라이스트론-모듈레이터 시스템의 성능 (KLYSTRON-MODULATOR SYSTEM PERFORMANCES FOR PLS 2-GeV LINAC)

  • 박상욱;박성수;이경태;오종석;조무현;남궁원
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1995년도 하계학술대회 논문집 C
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    • pp.1365-1367
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    • 1995
  • The PLS 2-GeV linac employs 11 units of high-power pulsed klystrons(80MW) as the main RF sources. The matching modulators of 200 MW(400kV, 500 A) can provide a flat-top pulse width of 4.4 ${\mu}s$ with a maximum pulse repetition rate of 120 Hz at the full power level. For a good stability of electron beams, the pulse-to-pulse flat-top voltage variation of a modulator requires less than 0.5%. In order to achieve this goal, we stabilized high voltage charging power supplies within 1% by a phase controlled SCR voltage regulator. In addition, we employed ac/dc feedback together with a resistive De-Q'ing system to achieve far less than 0.5% variation of the PFN charging voltage. This paper presents the main feature of the klystron-modulator system and the characteristics of the pulsed high-power RF system performance during the beam injection operation for the Pohang Light Source commissioning.

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Milk Fat Analysis by Fiber-optic Spectroscopy

  • Ohtani, S.;Wang, T.;Nishimura, K.;Irie, M.
    • Asian-Australasian Journal of Animal Sciences
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    • 제18권4호
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    • pp.580-583
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    • 2005
  • We have evaluated the application of spectroscopy using an insertion-type fiber-optic probe and a sensor at wavelengths from 400 to 1,100 nm to the measurement of milk fat content on dairy farms. The internal reflectance ratios of 183 milk samples were determined with a fiber-optic spectrophotometer at 5$^{\circ}C$, 20$^{\circ}C$ and 40$^{\circ}C$. Partial least squares (PLS) regression was used to develop calibration models for the milk fat. The best accuracy of determination was found for an equation that was obtained using smoothed internal reflectance data and three PLS factors at 20$^{\circ}C$. The correlation coefficients between predicted and reference milk fat at 5$^{\circ}C$, 20$^{\circ}C$ and 40$^{\circ}C$ were r=0.753, r=0.796 and r=0.783, respectively. The predictive explained variances ($Q^2$) of the final model, moreover, were more than 0.550 at all temperatures, and the regression coefficients of determination ($R^2$) were more than 0.6 (60%). Our results indicate that milk has different internal reflectance measured in the range of visible and near infrared wavelengths (400 to 1,100 nm), depending on its fat content.

Roles of Capital Adequacy and Liquidity to Improve Banking Performance

  • MARGONO, Hery;WARDANI, Mursida Kusuma;SAFITRI, Julia
    • The Journal of Asian Finance, Economics and Business
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    • 제7권11호
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    • pp.75-81
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    • 2020
  • This study aims to empirically test the effect of liquidity and adequacy on bank performance through interest rate risk and credit risk. Capital adequacy and liquidity are variables that can affect the ups and downs of opinion, where the bank's performance in this study is the dependent variable. Good credit distribution can minimize the occurrence of defaults. This study uses banking companies in Indonesia that are listed on the Indonesian stock exchange, with a total number of 43 banking companies, this study however, uses only 30 companies ranging from years 2014 to 2019, primarily due to the availability of the limited data. The data analysis techniques used in this study is PLS-SEM with the WarpPLS application. The research results show that capital adequacy and liquidity has a positive effect on bank performance, interest rate risk and credit risk can mediate capital adequacy on bank performance, interest rate risk can mediate liquidity on bank performance, and interest rate risk has a positive effect on bank performance. However, credit risk can't mediate liquidity on bank performance and credit risk does not have a positive effect on bank performance. This is in line with the commercial loan theory, shiftability theory and the doctrine of anticipated income, which explains how best to give credit, both in longer and the shorter term.

Factors affecting COVID-19 health information sharing behaviors via social media: A comparison between South Korea and China

  • Kim, Jong Ki;Wang, Jian Bo
    • 한국정보시스템학회지:정보시스템연구
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    • 제33권1호
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    • pp.159-182
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    • 2024
  • Purpose This study aims to investigate the factors influencing social media users' sharing behaviors of COVID-19 health information. Specifically, we seek to examine the impact of three key antecedents-trust in information source, trust in information content, and trust in social media platform-on users' trust in information quality and determine whether their effects vary between South Korea and China. Design/methodology/approach To fulfill our research objectives, we conducted an online survey across two countries, collecting 408 valid responses (South Korea: N = 201; China: N = 207) for our analysis. We employed Partial Least Squared based Structural Equation Modeling (PLS-SEM) with SmartPLS 4 and performed Exploratory Factor Analysis (EFA) and independent t-tests with SPSS 27. Findings The study revealed that perceived risks significantly inhibit users from sharing health information, highlighting the critical role of trust in countering these effects. We also identified variances in the levels of trust in information content and trust in social media platform between the two countries, which offers fresh perspectives for designing culturally tailored public health communications and interventions.