• 제목/요약/키워드: Correlation and Cluster Analyses

검색결과 48건 처리시간 0.022초

동해안에 자생하는 거머리말(Zostera marina L.)의 생육지 분포에 따른 형태 분석 (Morphometric Analysis of Zostera marina L. Found in Various Habitats Along the Eastern Coast of Korea)

  • 권천중;이상용;최청일
    • 환경생물
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    • 제20권1호
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    • pp.66-72
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    • 2002
  • 한반도 동해 연안에 자생하는 거머리말의 종 내 형태적 변이의 한계를 파악하기 위하여 1998년 6월부터 8월까지 (동해 중부 화진포에서부터 남부 대변까지) 식물체를 채집 비교 분석하였다. 거머리말은 연안의 석호, 항구와 만의 다양한 생육지에서 출현하였다. 생체를 대상으로 형태학적 주요 형질은 직접 측정되었으며, 이들 자료로 형질의 상관관계, 주성분 분석과 군집분석을 하였다. 외부형질의 특징에 따라 거머리말은 단협엽형, 장광엽형의 두 그룹으로 구분되었으며, 엽두 형태는 원두, 둔두, 미요두, 소요두, 유두, 예두와 미철두로 각 생육지와 집단 내에서도 변이가 다양하게 출현하였다. 동해연안에 생육하는 거머리말의 군집들은 생육환경에 따라 식물체 크기와 외부형질 변이 폭이 큰 것으로 밝혀졌다.

다변수통계방법을 이용한 산지분류에 관한 연구 (A Study on Forest Land Classification Using Multivariate Statistical Methods : A Case Study at Mt. Kwanak)

  • 정순오
    • 한국조경학회지
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    • 제13권1호
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    • pp.43-66
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    • 1985
  • Korea needs proper and rational public policies on conservation and use of forest land and other natural resources because of the accelerating expansion of national land developments in recent years. Unfortunately, there is no systematic planning system to support the needs. Generally, forest land use planning needs suitability analysis based on efficient land classification system. The goal of this study was to classify a forest land using multivariate satistical methods. A case study was carried out in winter of 1983 on a mountainous area higher than 100m above sea level located at Mt. Kwanak in Anyang -city, Kyung-gi-do (province). The study area was 19.80 km$^2$wide and was divided into 1, 383 Operational Taxonomic Units (OTU's) by a 120m$\times$120m grid. Fourteen descriptors were identified and quantified for each OTU from existing national land data : elevation, slope, aspect, terrain form, geologic material, surface soil permeability, topsoil type, depth of the solum, soil acidity, forest cover type, stand size class, stand age class, stand density class, and simple forest soil capability class. For this study, a FORTRAN IV program was written for input and output map data, and the computer statistics packages, SPSS and BMD, were used to perform the multivariate statistical analysis. Fourteen variables were analyzed to investigate the characteristics of their fire quench distribution and to estimate the correlation coefficients among them. Principal component analysis was executed to find the dimensions of forest land characteristics, and factor scores were used for proper samples of OTU throughout the study area. In order to develop the classes of forest land classification based on 102 surrogates, cluster and discriminant analyses of principal descriptor variable matrix were undertaken. Results obtained through a series of multivariate statistical analyses were as follows ; 1) Principal component analysis was proved to be a useful tool for data selection and identification of principal descriptor variables which represented the characteristics of forest land and facilitated the selection of samples.

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인자 및 군집분석을 통한 해안 LPG공동 유출수 및 지하수 수질특성의 이해 (Understanding Chemical Characteristics of Seepage Water and Groundwater in a Coastal LPG Storage Cavern using Factor and Cluster Analyses)

  • 조윤주;이진용
    • 자원환경지질
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    • 제42권6호
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    • pp.599-608
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    • 2009
  • 본 연구에서는 해안 LPG 저장공동 유출수 및 지하수, 해수, 저장공동 인근 육지 지하수의 화학적 특성과 성분들간의 상관성을 평가하기 위하여 수질자료에 대한 인자 및 군집분석을 수행하였다. 연구지역은 인천광역시 서해에 속하며 해안가에서 바다 쪽으로 약 8 km 이격해 있는 LPG(프로판 및 부탄) 저장공동으로 평균 수심 8.5 m 내외인 곳에 매립으로 조성된 인공섬이며 조수간만의 차가 최대 10 m로 매우 크다. 시료는 2006년 5월과 8월에 총 22개 지점에서 채취하였다. 상관분석 결과 $Fe^{2+}$$Mn^{2+}$(r=0.83~0.99) 그리고 Na와 Cl(r=0.70~0.97)이 높은 상관성을 보였다. 이는 철 망간을 포함한 광물의 환원성 용해와 해수의 영향으로 판단된다. 인자분석 결과 Factor 1과 Factor I은 EC 및 주요 양 음이온에 높은 양의 적재값을 나타내며 이는 해수의 영향을 지시하는 요인이다. Factor 2와 Factor 는 산화환경을 지시하는 파라미터(DO 및 ORP)에 높은 양의 적재값을 나타내었다. Factor 4와 Factor II는 $Fe^{2+}$, $Mn^{2+}$에 높은 양의 적재값을 나타내었으며, 이는 유기물에 의해 산소가 소모된 혐기성환경에서 철과 망간이 환원되어 $Fe^{2+}$$Mn^{2+}$이 증가하는 작용으로 판단된다. 군집분석 결과 5월에는 6개 군집으로 구분되며 8월에는 5개 군집으로 구분되었다. 두 계절 모두 군집은 저장공동 인근 육지 지하수, 저장공동 내 유출수, 해수 및 저장공동 내 지하수로 대별되었다. 저장공동 인근 육지지하수(Group 2 및 Group III)는 EC 및 주요 양 음이온의 값이 높은 것으로 보아 해수침투의 영향으로 사료된다. 유출수의 군집(Group 5 및 Group II)은 모두 음의 산화환원전위와 낮은 용존산소 값으로 환원환경을 지시하며 $Fe^{2+}$$Mn^{2+}$는 높은 값을 나타내었다.

Species Diversity Analysis of Mushrooms Collected in Mt. Chiak

  • Lee, Byung-Kook;Kim, Kyoung Su;Eom, Ki-Cheol;Seok, Soon-Ja
    • 한국균학회소식:학술대회논문집
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    • 한국균학회 2014년도 춘계학술대회 및 임시총회
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    • pp.19-19
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    • 2014
  • This study included the analysis of mushroom data collected from Mt. Chiak in Gangwon-do using various methods. Former studies of Korean mushrooms are limited by regional characters and there is less species diversity among the regions. This study tried to find a way for the forecast of mushroom distribution and appearance by indexes of species diversity. The indexes used in this study include the number of fungi (N), the number of species (S), similarity index (C), richness index (R1, R2), variety index (V1, V2), evenness index (E1, E2, E3, E4, E5), and dominance index (D1) to analyze variety of species diversity. Analyses of data of fungi using a multistage cluster sampling indicate that the average value of C for years was higher than the average value of C for areas. The mushrooms consisted of 208 species in 686 individuals in limited fungal collection from 2002 to 2003. One hundred thirty nine species in 393 individuals were collected in 2002, and 122 species 293 individuals were collected in 2003. The individuals collected in 2003 were smaller than 2002's individuals. Similarity, richness, and variety indexes' values of 2003 were reduced than 2002's values but dominance index of 2003 was increased than 2002's value. Generally the species diversity of the environment to evaluate the index of similarity, richness, and variety was a higher index; dominance index was lower than that of the surrounding environment, suggesting a good diversity. As a result, the occurrence of mushrooms in the surrounding environment and the various factors seem fell in 2002 compared to 2003. The majority genus of the limited fungal collection was Mycena genus in 63 individuals; the majority species was Laccaria laccata in 34 individuals. Ninety three species in 106 individuals were collected by the extended collection and the majority genus of the extended collection was Amanita genus in 17 individuals; the majority species was Amanita citrina (Schaeff.) Pers. which was found in 5 individuals. This demonstrates that periodical similarity's value was 0.159 is higher than special similarity's 0.119. This indicates that the probability of the appearance of same mushrooms in the same area in following year is higher than the probability of the appearance of same mushrooms in the surrounding area in same year. The value of coefficient of variation (CV), in which the amount of change is much or less by N is higher than the CV value by S. CV value of dominance index(D) was the highest r point among other indexes, and evenness index (E) was the lowest point among other indexes. The correlation matrix with 66 combinations between the indexes, the combinations with correlations was 46 combinations. These results revealed that indexes of R1, V2, and E1 were proper to represent species diversity of fungi based on the correlation matrix and the theory of statistical independence which means there is no or less mutual association. This research would contribute to the study about variable living creature by measuring method and in the future this would be used to figure out regulation about fungi with their correlation, values in ecosystem, develop improving new models about agricultural fungi species and numbers by investigating agricultural variable species.

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A Heuristic Method of In-situ Drought Using Mass Media Information

  • Lee, Jiwan;Kim, Seong-Joon
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2020년도 학술발표회
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    • pp.168-168
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    • 2020
  • This study is to evaluate the drought-related bigdata characteristics published from South Korean by developing crawler. The 5 years (2013 ~ 2017) drought-related posted articles were collected from Korean internet search engine 'NAVER' which contains 13 main and 81 local daily newspapers. During the 5 years period, total 40,219 news articles including 'drought' word were found using crawler. To filter the homonyms liken drought to soccer goal drought in sports, money drought economics, and policy drought in politics often used in South Korea, the quality control was processed and 47.8 % articles were filtered. After, the 20,999 (52.2 %) drought news articles of this study were classified into four categories of water deficit (WD), water security and support (WSS), economic damage and impact (EDI), and environmental and sanitation impact (ESI) with 27, 15, 13, and 18 drought-related keywords in each category. The WD, WSS, EDI, and ESI occupied 41.4 %, 34.5 %, 14.8 %, and 9.3 % respectively. The drought articles were mostly posted in June 2015 and June 2017 with 22.7 % (15,097) and 15.9 % (10,619) respectively. The drought news articles were spatiotemporally compared with SPI (Standardized Precipitation Index) and RDI (Reservoir Drought Index) were calculated. They were classified into administration boundaries of 8 main cities and 9 provinces in South Korea because the drought response works based on local government unit. The space-time clustering between news articles (WD, WSS, EDI, and ESI) and indices (SPI and RDI) were tried how much they have correlation each other. The spatiotemporal clusters detection was applied using SaTScan software (Kulldorff, 2015). The retrospective and prospective cluster analyses were conducted for past and present time to understand how much they are intensive in clusters. The news articles of WD, WSS and EDI had strong clusters in provinces, and ESI in cities.

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패션사이클 가속화에 따른 의류소비 행태 연구 (A Study on Consumption Behaviors in Accordance with the Acceleration of Fashion Cycle)

  • 최주영;임성민;김미숙
    • 한국의류학회지
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    • 제32권7호
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    • pp.1137-1148
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    • 2008
  • The purposes of this study were to investigate the differences in clothing consumption behaviors among female consumer groups in their twenties and to understand the type of consumer group pursuing fast fashion. Questionnaire survey was conducted to 230 female consumers residing in Seoul and Kyung Gi area from June 18 to 29 in 2007, and 178 were used for data analysis. Data analysis were conducted with SPSS 12 program on the reliability test, factor analysis, cluster analysis, correlation analysis, ANOVA, Duncan's multiple range test. Factors analyses were employed for the attitude toward fashion and shopping, and shopping motives. Four factors were formulated for the attitude toward fashion: interest in fashion, fashion-orientation, fashion leadership and fashion conformity. Six factors for the attitude toward shopping were found: information searching, shopping enjoyment, store patronage, impulse buying, brand-orientation and convenience. Buying motives for fashion goods were classified into 3 factors: for matching & occasion, to-be-in-fashion and for necessity. Four clusters were identified based on the attitude toward fashion: the fashion-interested, the fashion-indifferent, fashion leaders and the individuality-oriented. Among the groups, significant differences were found in information searching, shopping enjoyment and store patronage. Fashion leaders tended to spend more for expensive and up-to-dated fashion items, and for higher quantity than other groups. Consequently fashion leaders showed attractive customer characteristics for the fast fashion companies.

The extended Theory of Planned Behavior in explaining exclusive breastfeeding intention and behavior among women in Kelantan, Malaysia

  • Tengku Ismail, Tengku Alina;Wan Muda, Wan Abdul Manan;Bakar, Mohd Isa
    • Nutrition Research and Practice
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    • 제10권1호
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    • pp.49-55
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    • 2016
  • BACKGROUND/OBJECTIVES: The purpose of this study is to utilize an extended Theory of Planned Behavior in identifying predictors of exclusive breastfeeding intention and behavior among women in Kelantan, Malaysia. SUBJECTS/METHODS: A prospective cohort study was conducted, recruiting pregnant womenthrough two-stage cluster sampling. Their exclusive breastfeeding intention, attitude, perceived norm, perceived behavioral control and past behavior were obtained at baseline through interviewer-guided questionnaire. At one month after delivery, another interview was conducted to determine the two additional variables in the extended theory, which were their postpartum support and breastfeeding difficulty. The behavior, which was the actual duration of exclusive breastfeeding, was obtained from the second follow-up at six months. Pearson correlation and two hierarchical regression analyses were conducted. RESULTS: A total of 200 women completed the study follow-up. Their median intended exclusive breastfeeding duration was 4.0 (IQR 5) months, and the median actual duration was 1.0 (IQR 4) month. The Theory of Planned Behavior explained 51.0% of the variance in intention, with perceived behavioral control and attitude were the significant predictors. It also explained 10.0% of the variance in behavior, but the addition of postpartum support and breastfeeding difficulty increased the amount of explained variance in behavior by 6.0%. The significant predictors of exclusive breastfeeding behavior were intention, postpartum support and breastfeeding difficulty. CONCLUSION: The extended Theory of Planned Behaviorhad a good predictive ability in explaining exclusive breastfeedingintention and behavior. The women's intention to practice exclusive breastfeeding may be improved by improving their perceived behavioral control and attitude. Providing correct postpartum support and skills to handle breastfeeding difficulties after delivery will improve their exclusive breastfeeding behavior.

낙동강 하구 표층 퇴적물의 지화학적 특성 및 오염도 평가 (Geochemical Characteristics and Pollution Assessment of Surface Sediments in the Nakdong River Estuary)

  • 전혜린;이혜윤;양득석;김신
    • 한국환경과학회지
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    • 제30권6호
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    • pp.487-500
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    • 2021
  • To evaluate the geochemical characteristics and assess the pollution in surface sediments of the Nakdong River estuary, two sites adjacent to the estuary bank (Hh1 and Hh2) and one site at the upper part of the estuary bank (Hh3) were investigated. The surface sediments were analyzed for their contents of metals (Cu, Pb, Ni, Cr, Zn, and Al), organic matter (IL, COD, TOC, and TN), and grain size from 2018 to 2020. As a result of the pollution assessment, there was little anthropogenic contamination by most of the metals. The surface sediments in Hh2 had comparatively abundant silt and clay, whereas the other sites were mainly composed of sand. The organic index and contents of organic matter were highest at Hh2. Multivariate statistical analyses (cluster analysis and Pearson correlation analysis) showed that the contents of organic matter and pollution were associated with fine sediment. These results suggest that the geochemical characteristics were changed by the estuary bank built in the research area and that the increase in fine sediment attributable to the low-energy environment resulted in an increase in organic matter pollution.

Phylogenetic Relationship among Several Korean Coastal Red Tide Dinoflagellates Based on their rDNA Internal Transcribed Spacer Sequences

  • Cho, Eun-Seob;Kim, Gi-Yong;Park, Hyung-Sik;Nam, Byung-Hyouk;Lee, Jae-Dong
    • Journal of Life Science
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    • 제11권2호
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    • pp.74-80
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    • 2001
  • The nucleotide sequences of the internal transcribed spacer regions (ITS1 and ITS2) of ribosomal DNA (rDNA), and the 5.85 rRNA gene, have been determined for 13 strains of dinoflagellates in order to analyze the phylo-genetic relationship. The DNA sequences contained considerable variation in the ITS regions, but little in the 5.85 rDNA. In addition, the ITS1 was more variable than the ITS2 in all species examined. The nucleotide length of this region varied from 519 bp to 596 bp depending on the taxa. The investigated taxa were divided into three large groups based on the ITS length, i. e., a group with short ITS region (A. fraterculus and Alexandrium sp.), a with ITS region group (P. micans, P. minimum and P. triestinum) and a with ITS region group (G. impudicum, C. polykrikoides, G. sanguineum, G. catenatum and H. triquetra). The relationship between nucleotide length of ITS1 and that of ITS2 was negative, whereas G+C content and nucleotide length showed positive correlation. In phylogenetic analyses producing NJ trees, the topology was similar cluster and clearly divided the taxa into three groups based on 5.8S rDNA that were similar to those based on morphological characteristics. In particular, G. impudicum was more closely related to G. catenatum than to C. polykrikoides using phylogenetic analysis. From this study, we chew that the length of ITS region contributes to discriminate Korean harmful algal species and ITS analysis is a useful method for resolving the systematic relationships of dinoflagellates.

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구조 방정식 모형 구축을 통한 단체급식업체 점장의 감성리더십이 조직성과에 미치는 효과성 검증 (Verification on the Effectiveness of Emotional Leadership of Branch Managers on Organizational Performance in Contracted Foodservice Company - Through the Construction of a Structural Equation Model -)

  • 정현영;김현아;양일선
    • 대한가정학회지
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    • 제45권3호
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    • pp.109-120
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    • 2007
  • The purposes of this study were to provide evidence concerning the effects of Emotional Leadership and examine the impacts of Emotional Leadership on employee-related variables which were 'job satisfaction', 'organizational commitment', 'organizational performance', 'turnover intention'. A survey was conducted from August 23 to November 3, 2005 to collect data from kitchen staff(N=611). Statistical analyses were completed using SPSS Win(12.0) for descriptive analysis, reliability analysis, factor analysis, t-test, correlation analysis, cluster analysis and AMOS(5.0) for structural equation modeling. Kitchen staffs gave high point to their leader in the Emotional Leadership competence 'Optimism: seeing the upside in events' and 'Adaptability: flexibility in handing change' and gave lower point in the Emotional Leadership competence 'Inspirational leadership: guiding and motivating with compelling vision'. Employees' job satisfaction on 'coworker' were relatively high. However, the extents of satisfaction on 'payroll', 'promotion', 'work environment' were relatively low. The organizational commitment score was higher at 'loyalty' factor than 'commitment' factor. the test of hypothesis using structural equation modeling found that Emotional Leadership produced positive effects on job attitude and job performance. In conclusion, this study has identified that the Emotional Leadership effects on their organizational performance and attitudes toward their job.