• 제목/요약/키워드: Environmental Factor Analysis

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금강유역 14개 관측점의 수질자료를 이용한 수질의 다변량분석 (Multivariate Analysis of Water Quality Data at 14 Stations in the Geum-River Watershed)

  • 임창수
    • 한국환경과학회지
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    • 제8권3호
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    • pp.331-336
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    • 1999
  • The monthly water quality data measured at 14 stations located in the Geum-River watershed were clustered into 2 to 7 clusters. Furthermore, factor analyses were conducted on Gabcheon and Yugucheon to characterize the water qualtiy, based on the information obtained from the results of culster analysis. The results of cluster analysis show that the water quality charactersitic of main stream of the Geum-River is somewhat different from that of substream of the Geum-River. Furthermore, the water quality characteristic of Gabcheon which is expected to have the most serious water quality problems in the Geum-River watershed shows the most different water quality characteristic from Yugucheon. Based ont he factor loadings in each factor, Gabcheon and Yugucheon have their own water quality characteristics. This is mainly because of composite factors such as different population density, industrial activities, and land use conditions in Gabcheon and Yugucheon subwatersheds.

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다변량 통계기법을 이용한 미호천 본류 수질특성 평가 (Assessment of Water Quality in the Miho Stream Using Multivariate Statistics)

  • 윤혜영;김지현;채민희;조윤해;천세억
    • 환경영향평가
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    • 제28권4호
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    • pp.373-386
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    • 2019
  • 본 연구는 금강 수계 주요 지류인 미호천수계를 대상으로 수계의 공간적 특성을 조사하고, 수질분석과 통계분석을 이용하여 수질에 영향을 주는 주요인을 파악하였다. 조사 대상은 미호천 수계의 본류에서 수질측정망을 운영 중인 7개 지점으로 선정하였고, 2012년부터 2017년까지 6년간 측정망 수온 등 16개 항목, 기상자료 등을 사용하여 다변량 통계분석을 실시하였다. 수질 분석 결과, 유기물질 지표인 BOD와 COD의 6년간 평균 농도는 환경부 수질 및 수생태계 생활환경기준(하천)과 비교하여 III등급(보통)으로 나타났다. 지점별 비교 결과 질소계열과 인계열의 농도는 상류 지점에서 가장 높게 나타났으며, 이후 감소하는 경향을 보이다 수리적, 지형적 영향으로 다시 증가하는 것으로 나타났다. 공간 및 수질 특성을 고려한 계층적 군집분석 결과, 총 3개의 군집으로 평가되었으며, 수계에 유입되는 오염원의 영향이 큰 것으로 나타났다. 각 군집과 본류 전체를 대상으로 실시한 주성분 및 요인분석 결과, 각각 3~4개의 주성분이 추출되었다. 요인분석 결과 제1요인은 본류와 Cluster1,3에서 질소계열 요인과 계절적 요인, Cluster2에서 질소계열 요인과 수온으로 나타나 미호천 수계의 수질에 가장 큰 영향을 미치는 인자는 질소계열의 농도인 것으로 나타났다.

Detection of superior genotype of fatty acid synthase in Korean native cattle by an environment-adjusted statistical model

  • Lee, Jea-Young;Oh, Dong-Yep;Kim, Hyun-Ji;Jang, Gab-Sue;Lee, Seung-Uk
    • Asian-Australasian Journal of Animal Sciences
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    • 제30권6호
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    • pp.765-772
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    • 2017
  • Objective: This study examines the genetic factors influencing the phenotypes (four economic traits:oleic acid [C18:1], monounsaturated fatty acids, carcass weight, and marbling score) of Hanwoo. Methods: To enhance the accuracy of the genetic analysis, the study proposes a new statistical model that excludes environmental factors. A statistically adjusted, analysis of covariance model of environmental and genetic factors was developed, and estimated environmental effects (covariate effects of age and effects of calving farms) were excluded from the model. Results: The accuracy was compared before and after adjustment. The accuracy of the best single nucleotide polymorphism (SNP) in C18:1 increased from 60.16% to 74.26%, and that of the two-factor interaction increased from 58.69% to 87.19%. Also, superior SNPs and SNP interactions were identified using the multifactor dimensionality reduction method in Table 1 to 4. Finally, high- and low-risk genotypes were compared based on their mean scores for each trait. Conclusion: The proposed method significantly improved the analysis accuracy and identified superior gene-gene interactions and genotypes for each of the four economic traits of Hanwoo.

도시가로 경관에 있어 환경조형물의 이미지 및 시각적 선호도 분석 (An Analysis on the Image and Visual Preference of the Environmental Sculpture in Urban Streetscapes)

  • 서주환;박태희;허준
    • 한국조경학회지
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    • 제32권1호
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    • pp.57-68
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    • 2004
  • The purpose of this paper is to discover the Image and Visual Preference of the Environmental Sculpture in Urban Streetscape. For this, the analysis was preformed by the data obtained from questionnaires and from the photos of the environmental sculptures scene. The landscape image was analyzed by the factor analysis algorithm. The level of visual preference was measured by a slide simulation test, and this data was analyzed by multiple regression. The results of this study can be summarized as follows: The visual preference of the environmental sculpture has been evaluated to average 4.03 on a scale of 7 Landscape slides No. 11 and No.5 were ranked more highly for visual preference. Factors formulating the landscape image were found to be 'beauty', 'orderliness', 'emotion', and 'formation'. By using the control method for the number of factors, T.V., were obtained as 63.0%. For all experimental landscape slides, the factor of orderliness was found to be the main factor determining the visual preference. The 4 factors for visual preference were analyzed by regression as follows: Visual Preference = 3.996 + 0.341(FS1) + 0.595(FS2) + 0.222(FS3) + 0.011(FS4), R-Square = 0.520.

다변량 해석기법에 의한 금강 하구역의 수질평가 (Evaluation of Water Quality in the Keum River Estuary by Multivariate Analysis)

  • 김종구
    • 한국환경과학회지
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    • 제7권5호
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    • pp.591-598
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    • 1998
  • This study was conducted to evaluate water quality in the Keum River estuary using principal component analysis. The results was summarized as follow; Water quality in the Keum River estuary could be explained up to 70.40% by three factors which were included in the inffluent loading by the Keum River and Kyungpo cheon(38.99%), seasonal variation and organic matter pollution(19.05%), sediment resuspension and internal metabolism(12.35%). For spatial variation of factor score, artificial pollutant loading is highest at st.1, below Keum River barrage, and decreases toward the outer sea. For annual variation of factor score, factor 1 was highly related to artificial pollutant leading, and it was gently increased in 1994. Also, organic matter pollution, sediment resuspension and internal metabolism were increased to every year. It is necessary to control the nutrient leading by Keum river and Kyongpo cheon for Water quality management of estuary.

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노인의 성격상응요인과 생활만족도에 관한 연구 (A Study of Personality adaptation factor and Life Satisfaction of the aged)

  • 김현진
    • 대한가정학회지
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    • 제30권2호
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    • pp.171-187
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    • 1992
  • The purpose of this study is to investigate personality adaptation factors related to life satisfaction of the aged. Personality adaptation factors were classified into four factors(The active-intergration, The dependent-passivity, The failing-overaboundance, The self-negativity). The hypothesises of this study are as follow : (1) Personality adaptation factors can be predited by demographic variables and family environmental variables. (2) Life Satisfaction can be predited by demogaphic variables and family environmental variables. (3) Each personality adaptation factors will be correlated with life satisfaction. For the test of hypothesises, Questionnaries were given to the randomly selected 332 persons over age 60 in Pusan. Questionnaries consist of 4 parts. These are demographic part, family environment part, personality adaptation factor part, and life satisfaction part. The data collected were analyzed by satistical methods such as Case, Percentage Factor Analysis, Multiple Regression Analysis, and Pearson's Correlation. According to the results of the analysis of this study, primary, personality adaptation factor is decided by personal problem. But, this personality adaptation factor of the aged is affected by family environment. Particulary, in the results of the study, frequent communication with their family is more important than physical solidary.

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다변량 분석법을 이용한 섬진강 수계의 수질 특성 연구 (A Study on Characteristics of Water Quality using Multivariate Analysis in Sumjin River Basin)

  • 박진환;문명진;이형진;김갑순
    • 한국물환경학회지
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    • 제30권2호
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    • pp.119-127
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    • 2014
  • The objective of this study is to evaluate and analyze Sumjin River Basin water environment system. It was necessary to improve the water quality. The data were collected from 2010 January to 2012 December including Water Temperature, pH, DO, EC, $BOD_5$, COD, TOC, SS, T-N, T-P. The data were used to study were required to; Correlation Analysis; Principle Component Analysis; Factor Analysis. The results were as followed. According to correlation analysis on $BOD_5$ against COD, TOC it revealed that the each value of correlation coefficient were 0.715 and 0.719; this means the strength of the relationship is strong. The same analysis on T-P against $BOD_5$, COD, TOC, SS has revealed that the range of the correlation coefficient value fell between 0.482 and 0.608 which means strength of the relationship between them remained normal. Through correlation analysis, it has been found that all elements except T-N have high correlation. The results of principal component analysis to target the overall water quality was extracted to three main components. The cumulative contribution rate is 68.990%. In the case of seasonal water quality, Spring and Summer are extracted to each of four main components. The cumulative contribution rate is 81.515% and 73.550% respectively. Fall and Winter are extracted to each of three main components. The cumulative contribution rate is 65.072% and 72.721% respectively. There is no seasonality in the case of factor analysis. The first common factor is $BOD_5$, COD, TOC, SS, T-P, which were classified. Totally speaking, Sumjin River Basin water system gets highly affected by the nutrient salts, organic matter and suspended solid at the same time.

지각된 환경단서가 축제 만족과 행동의도에 미치는 영향 - 2008 광주충장축제를 중심으로 - (Impact of Perceived Environmental Cues on Festival Satisfaction and Behavior Intention - Focused on Gwangju Chungjang Festival in 2008 -)

  • 안태기;김희진
    • 한국콘텐츠학회논문지
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    • 제9권9호
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    • pp.380-392
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    • 2009
  • 본 연구는 도시축제인 2008광주충장축제를 대상으로 지각된 환경단서 중 어떠한 요인들이 방문객의 만족과 행동의도에 영향을 미치는지 알아보고 자 한다. 설문조사는 축제기간중인 2008년 10월 7일부터 10월 12일의 기간 중에 도시축제인 2008광주 충장 축제를 마친 방문객 300명을 대상으로 실시하였다. 300부전부 회수 되었으나 불성실한 설문지를 제외한 270부를 분석에 이용하였다. 수집된 자료의 통계적 처리는 데이터 코딩(Data Coding)과정을 거쳐, SPSS 12.0 for Windows를 활용하여 빈도분석, 신뢰도분석, 요인분석, 다중회귀분석을 실시하였다. 연구결과 첫째, 도시축제 환경단서 요인이 만족도의 3가지 차원에 따라 다르게 나타났다. 즉 축제만족에는 '음식요인',이 중요한 영향 요인으로 나타났다. 둘째, 도시축제 환경단서 요인이 만족의 후속변수인 행동의도인 재방문의도에는 '편의시설요인' '접근성과 홍보요인',이 추천의도에는 '홍보안내요인'이 중요한 영향요인으로 나타났다. 반면에 '음식요인',은 유의한 영향을 미치지 않는 것으로 나타났다. 셋째, 축제만족이 행동의도인 재방문의도와추천의도에 미치는 영향에 대한 분석결과 축제만족이 중요한 영향요인으로 나타났다. 본 연구는 2008광주충장축제에 대한 발전전략 제시를 연구 목적으로 삼고자 한다. 도시축제를 추진하는 시점에 시기적절한 연구라고 사료되며 연구의 시사점은 발전방향추진에 있어 많은 도움이 되리라 판단된다.

우리나라 B-C유 사용 발전시설의 온실가스 배출계수 개발 (Development of Greenhouse Gas Emission Factor of B-C Oil Fired Power Plants in Korea)

  • 김진수;이시형;명수정;정재학;이성호;김기현;배위섭;전의찬
    • 환경영향평가
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    • 제18권2호
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    • pp.69-78
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    • 2009
  • In order to provide fundamental data for developing greenhouse gas emission factor, we investigated power plants in Korea using B-C oil as Energy source. The power plant is a major source of greenhouse gases among the sectors of fossil fuel combustion, thus information of its emission factors is very essential to the establishment of control strategies for the greenhouse gas emissions. The caloric value of fuel was analyzed using calorimeter and the calorific value was 10,419 kcal/kg. The $CO_2$ concentration of flue gas and elemental analysis were conducted using GC-FID and elemental analyzer. The $CO_2$ emission factors from fuel analysis was 75,410 kg/TJ and that from $CO_2$ gas analysis was 94,265 kg/TJ. When compared with IPCC values, the emission factors by the fuel analysis was 2.5% lower, and that by $CO_2$ gas analysis was about 21.85% higher.

통계분석기법을 이용한 군산연안해역의 수질평가 (The Evaluation of Water Quality in Coastal Sea of Kunsan Using Statistic Analysis)

  • 이남도;김종구
    • 한국환경과학회지
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    • 제16권3호
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    • pp.369-376
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    • 2007
  • This study was conducted to evaluate water quality in coastal sea of Kunsan using multivariate analysis. The analysis data in Coastal Sea of Kunsan use of surveyed data by the NFRDI from April 2000 to November 2002. Twelve water Quality parameter were determined on each sample. The results was summarized as follow ; Water quality in coastal sea of Kunsan could be explained up to 62.782% by four factors which were included in loading of nitrogen-nutrients by Keum river(24.688%), suspended solids variation (12.180%), seasonal climate variation (18.367%) and variation of DIP (10.546%). To analyze spatially and monthly variation by factor score, it was divided by inner area and outer area spatially, and spring and summer monthly. The result of time series analysis by factor score, inner area of Kunsan coastal sea(St.1 and St. 2) was the most affected by nitrogen-nutrient and suspended solids due to runoff by Keum river. It could be suggested from these results that it is important to reduce tile pollution loads from Kuem river for the control of the water quality in coastal sea of Kunsan.