• Title/Summary/Keyword: Environmental Factor Analysis

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Characteristics of PM2.5 in Gwangju Evaluated by Factor Analysis (인자분석을 이용한 광주지역 초미세먼지(PM2.5)의 특성 연구)

  • Lee, Se-Haeng;Lee, Kyung-Seog;Yoon, Sang-Hoon;Yang, Yoon-Cheol;Park, Ji-Young;Bae, Seok-Jin;Lee, Dae-Haeng
    • Journal of Environmental Science International
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    • v.28 no.4
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    • pp.413-422
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    • 2019
  • The objective of this study was to estimate the trends of air quality in the study area by analyzing monthly and seasonal concentration trends obtained from sampled data. To this aim, the mass concentrations of $PM_{2.5}$ in the air were analyzed, as well as those of metals, ions, and total carbon within the $PM_{2.5}$. The mean concentration of $PM_{2.5}$ was $22.7{\mu}g/m^3$. The mass composition of $PM_{2.5}$ was as follows: 31.1% of ionic species, 2.2% of metallic species, and 26.7% of carbonic species (EC and OC). Ionic species, especially sulfate, ammonium, and nitrate, were the most abundant in the $PM_{2.5}$ and exhibited a high correlation coefficient with the mass concentration of $PM_{2.5}$. Seasonal variations of $PM_{2.5}$ showed a similar pattern to those of ionic and metallic species, with high concentrations during winter and spring. $PM_{2.5}$ also had a high correlation with the ionic species $NO_3{^-}$ and $NH_4{^+}$. In addition, $NH_4{^+}$ was highly correlated with $NO_3{^-}$. Through factor analysis, we identified four controlling factors, and determined the pollution sources using the United States Environmental Protection Agency(U.S. EPA) pollution profile. The first factor, accounting for 19.1% of $PM_{2.5}$ was attributed to motor vehicles and heating-related sources: the second factor indicated industry-related sources and secondary particles, and the other factors indicated soil, industry-related and marine sources. However, the pollution profile used in this study may be somewhat different from the actual situation in Korea, since it was obtained from US EPA. Therefore, to more accurately estimate the pollutants present in the air, a pollution profile for Korea should be produced.

Effects of Consumer's Ethical Consumption Consciousness and Lifestyle on Sustainable Fashion (윤리적 소비의식 및 라이프 스타일이 지속가능패션 제품의 소비에 미치는 영향)

  • Chung, Misil
    • Fashion & Textile Research Journal
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    • v.19 no.4
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    • pp.421-433
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    • 2017
  • The purpose of this study was to examine the influence of consumer's ethical consumption consciousness and lifestyle on sustainable fashion. The data was analyzed by reliability analysis, factor analysis, cluster analysis, one-way ANOVA, Duncan's multiple range test, and multiple regression. The major results of this study were as follows. First, three factors of sustainable fashion were identified: eco-friendliness, recycling, and safety. Second, three factors of ethical consumption consciousness were identified: social ethics, environmental ethics, and public ethics. Based on these factors, the subjects were categorized into three clusters (high, middle, and low ethical consumption consciousness group). Third, four factors of life style were identified: pursuit of brand, appearance, cautiousness, and information. Based on these four factors, the subjects were categorized into three clusters (brand/appearance, cautiousness/information, and unconcerned group). Fourth, three factors of ethical consumption consciousness significantly influenced eco-friendliness factor of sustainable fashion. Also, the recycling factor of sustainable fashion was influenced by social ethics, environmental ethics, pursuit of brand, and pursuit of information. The safety factor of sustainable fashion was influenced by environmental ethics, public ethics, and pursuit of information. The results of this study suggest that practical and various environmental education need to be provided to consumers, because high environmental ethical consciousness consumers evaluated sustainable fashion positively. Additionally, accurate information on eco-friendliness, recycling, and safety of clothing products would need to be provided by fashion businesses through various routes, because those with information-pursuing lifestyle were found to have deep interests in sustainable fashion.

The Effect of Eco-friendly Attitude and Benefits Pursued in Clothing on Purchase Satisfaction of Eco-friendly Consumers for Infants and Children's Underwear (친환경 유.아동 속옷 소비자의 환경친화적 태도와 의복추구혜택이 구매만족도에 미치는 영향)

  • Hong, Byung-Sook;Lee, Eun-Jin;Park, Sung-Hee
    • Journal of the Korean Society of Clothing and Textiles
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    • v.34 no.4
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    • pp.686-696
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    • 2010
  • This study analyzes how the eco-friendly attitude and benefits pursued in clothing influence the purchase satisfaction of eco-friendly consumers for infants and children's underwear. The survey was conducted from June $1^{st}$ to $20^{th}$ in 2009, and 303 responses were used in the data analysis. A frequency analysis, factor analysis, reliability analysis, and multiple regression analysis were conducted for the statistical analysis. The results show that the eco-friendly attitude is classified by environmental concern, awareness of environmental consumption, and participation in the environmental movement. The benefits pursued in clothing are classified by fashion pursuit, brand pursuit, functional pursuit, personality pursuit, and economical pursuit. The awareness of the environmental consumption factor in the eco-friendly attitude influences the purchase satisfaction of eco-friendly consumers for infants and children's underwear. The fashion, brand, functional, and personality benefits pursued in clothing effect the purchase satisfaction of eco-friendly consumers for infants and children's underwear.

Factor Analysis of the Relation Between Land Cover Ratio of Green Spaces and Temperature (공원녹지의 토지피복비율과 기온간의 요인분석)

  • Yoon, Yong-Han;Park, Bong-Ju;Kim, Won-Tae;Park, Sun-Young
    • Journal of Environmental Science International
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    • v.17 no.5
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    • pp.485-491
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    • 2008
  • The present study examined the relation between land cover condition and temperature in various types of urban green spaces. The diagram of temperature distribution showed that high-temperature zones are formed around paved areas, and low temperature zone around planted areas and grassy areas. Even in planted areas where low-temperature zones were formed, temperature was different according to hierarchical structure. That is, temperature was relatively low in areas covered with arbor + sub-arbor. With regard to land cover ratio, the increase of planted areas and grassy areas had an effect on the fall of temperature and the effect was higher in order of planted areas and grassy areas. On the contrary, paved areas and bare areas had an effect on the rise of temperature. According to the results of factor analysis, in case of the highest temperature, planted area and grassy area were put together into a factor lowering temperature, paved area and temperature into a factor raising temperature, and bare area alone into a factor of low significance. In case of the lowest temperature, grassy area and bare area were put together into a factor, and the validity of the factor analysis was proved by the analysis of urban heat islands. An increase in the number of trees by height was effective in lowering temperature, and the effect was high in order to arbor and sub-arbor, and the source of coldness in planted area was tall trees.

Building an Integrated Governance Model and Finding Management Measures for Nonpoint Source Pollution in Watershed Management of Korea

  • Ban, Yong Un;Woo, Hye Mi;Han, Kyung Min;Baek, Jong In
    • Environmental Engineering Research
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    • v.18 no.3
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    • pp.199-208
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    • 2013
  • This study intended to develop an integrated governance model and find measures to manage nonpoint source (NPS) pollutions in watershed management. To reach this goal, this study has analyzed NPS pollution management policies in Korea and has employed statistical methods such as expert Delphi survey, analysis of variance, and factor analysis. As a result, this study has found that the favored basic organization form was a private-public cooperative council. The necessary governance-based NPS pollution management measures determined through this study are as follows: to build collaboration mechanisms including those related to motivation provision, trust building, capacity building, and making optimal regulations; to employ financial resources based on principles such as 'polluter-pays', 'recipient-pays', and 'general-tax-source'; and to develop several programs, including system improvement, pilot and management projects, and publicity.

A study on the Situations of Fashion Design Education in Busan (부산 패션디자인 교육의 현황에 관한 연구)

  • Park Tae-Yong
    • Journal of the Korean Society of Clothing and Textiles
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    • v.29 no.5 s.142
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    • pp.585-594
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    • 2005
  • The purpose of this study was to analyze the situations and satisfaction of fashion design education in Busan, and the way to promote it. Data were collected from 192 college(university) students and 185 vocational students living in Busan and analysed by frequency analysis, factor analysis, Cronbach's $\alpha$, multiple regression, and t-test. The results are as follow; 1. Factor analysis has extracted three factors: environmental factors, student factors and quality of education factors. 2. The biggest factor that affects the satisfaction level of the education fumed out to be the student factors, followed by the environmental factors. 3. Demonstrated that vocational students were more satisfied with their education and had a higher degree of pride and confidence in their educational factors and level of satisfaction than college(university) students. In conclusion, we must encourage the industrial-educational corporation to promote the practicality of the fashion design education system and make diversification and specialization of the curriculum of fashion design education to cultivate students of talent.

Modelling Study on Sustainable Resources Management System Using Material Flow Analysis(MFA) in Korea (물질흐름분석을 이용한 국내 지속가능한 자원관리 시스템 모형 연구)

  • Kim, Yu-Jeong;Kim, Seong-Yong;Heo, Eun-Nyeong
    • Economic and Environmental Geology
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    • v.41 no.2
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    • pp.253-265
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    • 2008
  • Sustainable resource management(SRM) is regarded as the core strategy to achieve Dematerialisation and Decoupling of economic growth from the use of natural resources and environmental degradation. This paper presents status SRM policy and research in worldwide, and analyzes decoupling of economic activity from energy consumption of domestic manufacturing, using decoupling factor. Also This paper suggests methodologies and strategies of SRM in Korea. SRM is established through various analysis and survey as following; forecasting of resource demand, material flow analysis and value chain analysis, resource market structure analysis. Through these analysis, we can obtain hot-spot and solution of environmental burden, recycling market management, recycling technology and best-optimal supply rate of primary and secondary resource. In Korea, resource management system must be linked with national and regional material flow analysis, and it is necessary to make SRM-law of national dimension for effective run of sustainable resource management system.

On the Numerical Stability of Dynamic Reliability Analysis Method (동적 신뢰성 해석 기법의 수치 안정성에 관하여)

  • Lee, Do-Geun;Ok, Seung-Yong
    • Journal of the Korean Society of Safety
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    • v.35 no.3
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    • pp.49-57
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    • 2020
  • In comparison with the existing static reliability analysis methods, the dynamic reliability analysis(DyRA) method is more suitable for estimating the failure probability of a structure subjected to earthquake excitations because it can take into account the frequency characteristics and damping capacity of the structure. However, the DyRA is known to have an issue of numerical stability due to the uncertainty in random sampling of the earthquake excitations. In order to solve this numerical stability issue in the DyRA approach, this study proposed two earthquake-scale factors. The first factor is defined as the ratio of the first earthquake excitation over the maximum value of the remaining excitations, and the second factor is defined as the condition number of the matrix consisting of the earthquake excitations. Then, we have performed parametric studies of two factors on numerical stability of the DyRA method. In illustrative example, it was clearly confirmed that the two factors can be used to verify the numerical stability of the proposed DyRA method. However, there exists a difference between the two factors. The first factor showed some overlapping region between the stable results and the unstable results so that it requires some additional reliability analysis to guarantee the stability of the DyRA method. On the contrary, the second factor clearly distinguished the stable and unstable results of the DyRA method without any overlapping region. Therefore, the second factor can be said to be better than the first factor as the criterion to determine whether or not the proposed DyRA method guarantees its numerical stability. In addition, the accuracy of the numerical analysis results of the proposed DyRA has been verified in comparison with those of the existing first-order reliability method(FORM), Monte Carlo simulation(MCS) method and subset simulation method(SSM). The comparative results confirmed that the proposed DyRA method can provide accurate and reliable estimation of the structural failure probability while maintaining the superior numerical efficiency over the existing methods.

Effect of Entrepreneur's Characteristics on the Intention of Entrepreneruship -Focusing on the Moderating Effect of Entrepreneurship Mentoring in Korean- (창업가의 특성요인이 창업의지에 미치는 영향 -국내 창업 멘토링의 조절 효과를 중심으로-)

  • Yook, Chang-Hwan;Jeon, In-Oh
    • The Journal of the Korea Contents Association
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    • v.14 no.10
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    • pp.661-676
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    • 2014
  • Due to current economic recessions, interest on entrepreneurship and/or business start-up is getting increased beyond sex and ages. Currently business start-up of university students and retirement to age limit in silver generation are getting increased day by day. As a part of preparation against those phenomenons, this investigation try to show the effect of characteristic factors of entrepreneurs on the will of business establishment In this study, in order to analyse effects on business establishment, survey was conducted for 328 pre and existed entrepreneurs. For collected datas, reliability analysis, factor analysis and correlation analysis were conducted via spss20 statistical program and lastly, through regression analysis, following conclusions were drawn. At first, the will of business establishment was effected by personal characteristic and environmental factor. in second, the mentoring of business establishment was effected by personal characteristic and environmental factor In particular, the will of business establishment was controlled by mentoring of business establishment which was effected by environmental factor.

Devleopment and Verification of Questionnaire for Measurement of Environmental Attitude (환경의식의 측정을 위한 설문지 개발과 검증)

  • 우형택;엄붕훈;문연화
    • Journal of Environmental Science International
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    • v.8 no.5
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    • pp.559-568
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    • 1999
  • This study was conducted to develop the questionnaire for the measurement of environmental attitudes and test its reliability and validity. Development and valiadation of the 46 survey items that measure environmental attitudes were described. The total of 3 surveys were conducted and the total of 510 persons including diverse sample groups were questionnaired. The SAS $PC^+$ package program was used in both the reliability analysis and the validity analysis of surveyed data. Results revealed the very high reliability and the high validity of the questionnaire. The reliability of the finalized questionnaire was increased to the level of Cronbach-$\alpha$ 0.92 after the repeated reliability analyses and revisions of the firstly and secondly designed questionnaires. The validity of our questionnaire was sufficiently affirmed through the use and aplication of factor analysis and known-groups technique.

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