• 환경생물
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• 제32권2호
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• pp.95-101
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• 2014

한반도의 낙엽성 참나무인 졸참나무(Quercus serrata)의 생태적 지위폭이 $CO_2$ 농도와 온도가 상승하였을 때 광, 수분 그리고 영양소 구배에서 어떻게 변화하는지 알아보고자 유리온실에서 대조구와 온난화처리구로 구분하여 재배한 후, 유식물의 20가지 형질을 측정하고 생태적 지위폭을 계산하였다. 그 결과, 생태적 지위폭은 광구배에서 대조구보다 온난화처리구가 넓어졌고, 수분과 영양소 구배에서는 대조구보다 온난화처리구가 좁아졌다. 이것은 지구온난화 진행 시 졸참나무는 광 환경에 대한 내성이 증가되고, 수분과 영양소 환경에 대한 내성이 감소될 것으로 예측할 수 있다. 주성분분석(PCA) 결과, 각 환경 구배에서 요인 1과 요인 2에 의해 대조구와 온난화처리구가 구분되었다. 생태학적 반응은 다양한 형질이 종합적으로 관여하며, 그 중에서 식물의 생산량을 나타내는 형질이 많은 부분 관여하는 것으로 판단된다.

• 해양환경안전학회지
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• 제18권1호
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• pp.15-24
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• 2012

동해연안의 수질특성 및 상태를 파악하기 위하여 2004년부터 2010년까지의 국가해양환경측정망 조사결과를 이용하여 수질인자의 거동을 분석하였다. 본 연구에서는 통계적 방법을 이용한 수질인자간의 상관관계 및 주성분 분석을 통하여 해역별 수질환경 특성을 파악하였으며, OECD의 부영양화 기준과 부영양도, 그리고 유기오염도 지수의 산정으로 해역별 오염상태를 평가하였다. 수질인자간의 주성분 분석에서 동해연안은 클로로필 a와 염분이 주요인자로 설명되는 2개의 요인으로 구분되었다. 해역별로는 죽변을 경계로 남부와 중부로 분류되었으며, 동해 중부 해역에서는 죽변, 그리고 남부해역에서는 감포연안이 별도로 분류되었다. 동해연안의 영양상태는 Oligotrophic~Mesotrophic 수준으로 구분되었으며, 부영양화도는 1 이하로 평가되었다. 유기오염지수는 동해연안 전 해역에서 양호한 수질상태로서 평가되었다.

• Current Optics and Photonics
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• 제1권4호
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• pp.412-420
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• 2017

Multinucleated bone resorptive osteoclasts differentiate from bone marrow-derived monocyte/macrophage precursor cells. During osteoclast differentiation, mononuclear pre-osteoclasts change their morphology and biochemical characteristics. In this study, Raman spectroscopy with multivariate techniques such as Principal Component Analysis (PCA) and Linear Discriminant Analysis (LDA) were used to extract biochemical information related to various cellular events during osteoclastogenesis. This technique allowed for label-free and noninvasive monitoring of differentiating cells, and clearly discriminated four different time points during osteoclast differentiation. The Raman band intensity showed significant time-dependent changes that increased up to day 4. The results of Raman spectroscopy agreed with results from atomic force microscopy (AFM) and tartrate-resistant acid phosphatase (TRAP) staining, a conventional biological assay. Under AFM, normal spindle-like mononuclear pre-osteoclasts became round and smaller at day 2 after treatment with a receptor activator of nuclear $factor-{\kappa}B$ ligand and they formed multinucleated giant cells at day 4. Thus, Raman spectroscopy, in combination with PCA-LDA, may be useful for noninvasive label-free quality assessment of cell status during osteoclast differentiation, enabling more efficient optimization of the bioprocesses.

• 한국식품과학회지
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• 제33권1호
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• pp.24-27
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• 2001

Conducting polymer 센서가 부착된 전자코를 이용하여 장마, 단마, 대화마의 향기 패턴을 분석하였고, 관능평가도 병행하여 3가지 마 품종의 관능적 특성을 비교하여 보았다. 관능평가 결과, 장마는 아삭아삭한 조직감과 단맛이 강했고, 대화마는 끈적거리고 느끼하지만 고소함과 조직감이 단단하였으며, 단마는 마고유의 향이 강하고 장마와 대화마 중간 정도의 조직감을 보여주었다. 마의 향기에 대한 전자코의 감응도(intensity)는 단마에서 가장 높았고 대화마에서 가장 낮은 값의 변화를 보여주었다. 32개 센서의 표준화된 감응도에 대해서 주성분 분석을 실시했을 때 품종들 사이의 품질특성값은 모두 2미만의 값을 나타내어 각 품종들 간에 향기패턴의 차이가 없는 것으로 나타났고 제 1주성분과 제2주성분의 고유값도 각각 33%, 16%로 매우 낮았다. 그러나 감응도 변화가 $1.216{\sim}1.561$로 상대적으로 높은 8개의 민감한 센서만를 선택하여 주성분분석한 결과 단마와 대화마 사이의 품질특성값은 2.057로 향기패턴의 차이가 있는 것으로 나타났으며, 제1주성분의 고유값도 85.95%로 매우 높았다.

• 한국산림과학회지
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• 제88권3호
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• pp.327-334
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• 1999

본 연구는 다면(多面) 만족(滿足) 척도(尺度) (multiple-satisfaction scale)를 이용하여 수렵인(狩獵人)의 만족(滿足) 요인(要因)을 조사하고자 수행되었다. 본 연구는 또한 수렵인의 만족 요인과 수렵 경험(經驗) 수준(水準), 그리고 수렵인의 개인적(個人的) 특성(特性)간의 관계를 알아보았다. 본 연구를 위한 자료는 1000명의 수렵인(狩獵人)을 대상으로 실시한 우편(郵便)설문에 의해 수집되었다. 요인분석(要因分析) 결과 수렵 만족에 영향(影響)을 주는 요인은 '보획(補獲)', '장비(裝備)', '자연(自然)', '사냥 기술(技術)', '탈피(脫皮)', 그리고 '사회적(社會的) 만남' 등 6가지로 분석되었다. 추출된 6개의 요인(要因)과 수렵인의 경험(經驗) 수준(水準) 변수 즉, 경력(經歷), 수렵(狩獵) 참여(參與) 일수(日數), 그리고 자신이 평가(評價)한 수렵 기술(技術) 수준과의 상관(相關)관계를 조사한 결과 이들 변수(變數)와 몇 가지 요인과의 상관관계가 발견(發見)되었다. 그러나 각 요인들과 수렵인의 개인적(個人的) 특성(特性)과는, 나이와 수렵 기술(技術)을 제외(除外)하고 아무런 차이(差異)를 발견하지 못하였다.

• 복식
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• 제57권7호
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• pp.1-14
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• 2007

This study investigates the differences between the satisfaction factors of store characteristics depending on on-line clothing store type and its satisfaction index. The collected data were analyzed by using SPSS 10.0 software with various techniques such as paired t-test, T-test, Cronbach's ${\alpha}$ reliability and factor analysis that use principal component analysis and Varimax orthogonal rotation were used. The results are summarized as follows: 1. By categorizing the level of on-line store characteristics satisfaction depending on its type, clarifies the differences between its satisfaction. The satisfaction rank of general merchandise store was as followed: searching and approaching system, buying process service, screen-displayed design, product, store credit. On the other hand, the satisfaction rank of general store was as followed: screen-displayed design, store credit, buying process service. 2. By analyzing the difference of satisfaction depending on the store type, it was found that general merchandise store was more satisfied with screen-displayed design, approaching and searching, whole payment process, the safety of payment and shipping service, security service when compared to specialty store. It was also found that specialty store was more satisfied with the variety of product, update of rare items, quality and price of product. 3. By analyzing the difference between the type of on-line clothing store satisfaction depending on age, in the case of general merchandise store, the result showed that people in their thirties were more satisfied with buying process service, store credit, customer management system when compared to twenties. In the case of specialty store, the result showed that people in their twenties were more satisfied with customer management service when compared to thirties, and when it came to buying process service, it was vice versa.

• 한국환경보건학회지
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• 제26권2호
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• pp.34-40
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• 2000

The purpose of this study was to investigate the seasonal variation of PAHs and to estimate their source characteristics in Taegu area. To do this, four sampling sites were selected to represent an industrial, a traffic, a traffic & residential, and a residential area in Taegu. Total of 72 samples had been collected from January, 1999 to September, 1999 on glass micro fiber filters by high volume air sampler. The PAHs in the total suspended particulate were extracted by a soxhlet process with dichloromethane and analyzed by GC/MSD, GC/FID. A statistical analysis was performed for the PAHs data set using a principal component analysis to derive important factor inherent in the interactions among the variables. The specific conclusions of this research are: 1) There was a significant seasonal and local variation in the atmospheric concentration of PAHs. The seasonal variation is winter>spring>Fall>summer, and the local variation is industrial>traffic>graffic & residential>residential area. 2) To evaluate the correlation between a measured PAHs and other affecting factors such as air pollutant concentration and meterological data, statistical analysis was performed. PAHs and other affecting factors such as air pollutant concentration and meterological data, statistical analysis was performed. PAHs have negative correlation with temperature (r=-0.593, p<0.05), radiation(r=-0.535, p<0.05), and O3(r=-0.719, p<0.05), but have positive correlation with NO(r=0.615, p<0.05) 3)Finally, multivariate analysis was performed for the PAHs dat set to identify and to estimate the source contributions of PAHs. According to results of statistical analysis, it could be identifies as three factors such as vehicular/gasoline, vehicular/diesel, and combustion in Taegu area.

• 수산해양기술연구
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• 제34권1호
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• pp.52-61
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• 1998

We studied behaviour pattern of anchovy (Engraulis japonicus) shoal by a method of shoal echo integration and tested species identification by a method of artificial neural network using the acoustic data collected in the East China Sea in March 1994 and in the southern coastal waters of the East Sea of Korea in March 1995. Between areas, frequency distribution of 10 shoal descriptors was different, which showed characteristics of shoal behaviour in size, bathymetric position and acoustic strength. The range and mean of shoal size distribution in length and height was wider and bigger in the southern coastal waters of the East Sea than in the East China Sea. Relative shoal size of China Sea. Fractal dimension of shoal was almost same in both areas. Mean volume reverbration index of shoal was 3 dB higher in the southern coastal waters of the East Sea than in the East China Sea. The depth layer of shoal distribution was related to bottom depth in the southern coastal waters of the East Sea, while it was between near surface and central layer in the East China Sea. Principal component analysis of shoal descriptors showed the correlation between shoal size and acoustic strength which was higher in the southern coastal waters of the East Sea, than in the East China Sea. Correlation was also found among the bathymetric positions of shoal to some degree higher in the southern coastal waters of the East Sea than in the East China Sea. The anchovy shoal of two areas was identified by artificial neural network. The contribution factor index (Cio) of the shoal descriptors between two areas were almost identical feature. The shoal volume reverberation index (Rv) was showed the highest contribution to the species identification, while shoal length and shoal height showed relatively high negative contribution to the species identification.

• Journal of Astronomy and Space Sciences
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• 제39권2호
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• pp.43-50
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• 2022

The unified scheme of Seyfert galaxies hypothesizes that the observed differences between the two categories of Seyfert galaxies, type 1 (Sy1) and type 2 (Sy2) are merely due to the difference in the orientation of the toroidal shape of the obscuring material in the active galactic nuclei. We used in this paper, a sample consisting of 120 Seyfert galaxies at 1.40 × 10⁹ Hz in radio, 2.52 × 10¹⁷ Hz in X-ray and 2.52 × 10²³ Hz in γ-ray luminosities observed by the Fermi Large Area Telescope (Fermi-LAT) in order to test the unified scheme of radio-quiet Seyfert galaxies. Our main results are as follows: (i) We found that the distributions of multiwave luminosities (L_radio, L_X-ray, and L_γ-ray) of Sy1 and Sy2 are completely overlapped with up to a factor of 4. The principal component analysis result reveals that Sy1 and Sy2 also occupy the same parameter spaces, which agrees with the notion that Sy1 and Sy2 are the same class objects. A Kolmogorov-Smirnov test performed on the sub-samples indicates that the null hypothesis (both are from the same population) cannot be rejected with chance probability p ~ 0 and separation distance K = 0.013. This result supports the fact that there is no statistical difference between the properties of Sy1 and Sy2 (ii) We found that the coefficient of the best-fit linear regression equation between the common properties of Sy1 and Sy2 is significant (r > 0.50) which plausibly implies that Sy1 and Sy2 are the same type of objects observed at different viewing angle.

• 대한치과의료관리학회지
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• 제10권1호
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• pp.53-65
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• 2022

The Primary Care Patient Measure of Safety (PC-PMOS) is a measure of safety that allows patients to evaluate contributing factors related to patient safety in primary care. This study aimed to examine which questionnaire items of the PC-PMOS could be used in Korean dental institutions. A survey of the Korean translation of the PC-PMOS, a self-reported questionnaire, was conducted in August 2022 by 400 adults who had used dental-care services within the last three years. Of the 77 items, 34 were selected using principal component analysis and two experts' evaluations based on face validity. Five domains were identified from factor analysis: patient centeredness, patient information update, complaint processing, communication, and information about the complaint process. The Cronbach's alpha of the data was 0.913, indicating high reliability. As a result of the generalized multiple regression analysis, regression coefficients were not statistically significant, except for household income. This indicated that there was no bias in the patient safety scores of dental institutions evaluated by patients within the range of independent variables used in this study. The five domains with 34 items identified in this study suggested the factors that contribute to the safety of patients who used dental care services in Korea. However, validation of this study result is still important to refine questionnaires suitable for dental institutions in Korea so as to further improve the quality of dental care.