• KSII Transactions on Internet and Information Systems (TIIS)
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• 제17권11호
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• pp.2966-2986
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• 2023

Climate change is a constant threat to human life, and it is important to understand the public perception of this issue. Previous studies examining climate change have been based on limited survey data. In this study, the authors used big data such as news articles and social media data, within which the authors selected specific keywords related to climate change. Using these natural language data, topic modeling was performed for discourse analysis regarding climate change based on various topics. In addition, before applying topic modeling, sentiment analysis was adjusted to discover the differences between discourses on climate change. Through this approach, discourses of positive and negative tendencies were classified. As a result, it was possible to identify the tendency of each document by extracting key words for the classified discourse. This study aims to prove that topic modeling is a useful methodology for exploring discourse on platforms with big data. Moreover, the reliability of the study was increased by performing topic modeling in consideration of objective indicators (i.e., coherence score, perplexity). Theoretically, based on the social amplification of risk framework (SARF), this study demonstrates that the diffusion of the agenda of climate change in public news media leads to personal anxiety and fear on social media.

• 한국소음진동공학회:학술대회논문집
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• 한국소음진동공학회 2004년도 춘계학술대회논문집
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• pp.963-968
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• 2004

Free vibration analysis of helical spring with crack was studied. Natural frequency changes due to the crack was analyzed with respect to crack locations. The effect of crack on natural frequency was decreased as crack location is further from the fixed end of a spring. The frequency change was larger in rectangular-shaped spring than that in circular-shaped spring. It was found that experiment may not be appropriate to determine the presence of crack because no significant natural frequency change can be shown by experiment.

• 한국지반환경공학회 논문집
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• 제5권4호
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• pp.5-11
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• 2004

오랜 기간동안 자연 상태로 퇴적되어 있는 퇴적토를 펌프준설의 방법으로 준설할 때, 안정상태의 퇴적토는 준설되는 과정에서 교란되어 침강을 촉진시키는 응결제 및 응집제를 투입하더라도 자연 상태의 퇴적토와 준설토 사이에는 필연적으로 체적변화가 발생한다. 본 연구는 동해안 속초에 위치한 석호인 영랑호의 준설토를 대상으로 실내실험을 하였으며, 준설토의 함니율 변화, 응집제 및 응결제 투입량 변화에 따른 체적변화율을 정량적으로 분석하였다. 실험결과 최적 약품첨가의 경우 준설토의 체적변화율은 평균 1.69배 증가하는 것으로 파악되었다.

• 한국조경학회지
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• 제26권4호
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• pp.70-81
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• 1999

The methods of landuse change detection have been used with the algorithm of GIS (Geographic Information System). It is used for the Environmental Planning. Ultimately, it is useful to establish environment management system in landscape architecture. As one of environmental elements, the landuse is repeatedly being changed by the interaction of natural and social environments. In addition, the landuse change shows a tendency to certain characteristic. However, the data of analysis environment system are too broad to access the practical use. Therefore, the possibility of using the method of GIS has been increasing. This study is to make the prediction model by using the interpolation of GRASS version 4.1.5 and to consider about a tendency for each element in landuse change of HAKONE national park. The results of study explain as below : 1. The natural forest and the meadow have a larger tendency of decrease. 2. The area of golf club and facility land has not been changed and the some other areas have been changed to the commercial forest. 3. However, because of the natural forest preservation plan since 1970, the destruction shows comprehensively a tendency of decrease.

• 한국지반신소재학회논문집
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• 제16권2호
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• pp.175-181
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• 2017

본 논문에서는 보강토옹벽에 주로 사용되는 화강풍화토 내부에 열선 및 지오그리드를 설치하여 온도변화에 따른 화강풍화토와 지오그리드 사이의 전단력의 변화를 분석하였다. 실제 보강제로 보강되어있는 화강풍화토 내부에 열선에 의한 온도상승이 지반과 보강재 사이의 전단력에 어떠한 영향을 미치는지 확인하기 위해 대형직접전단시험장치를 이용하여 전단시험을 진행하였으며 몰드내부에는 가열된 물로 열을 공급할 수 있는 실리콘재질의 열선이 설치되어 지반의 온도를 상승시키며 온도에 따른 전단 특성을 분석하였다. 또한 축방향 하중을 다르게 하여 온도상승에 의한 지반의 내부마찰각의 변화를 검토하였다.

• 한국기계가공학회지
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• 제18권11호
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• pp.57-62
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• 2019

This paper describes the prediction of eigenfrequencies due to changes in stiffness and mass in the connection area of the lap joint beam in terms of linear and torsional stiffness as well as connection length. The sensitivities of mass and stiffness in the finite element model were derived by using the first-order differential and algebraic equation and were thereafter applied to obtain new natural frequencies that were compared with theoretical exact solutions. Newly predicted natural frequencies due to only a change in stiffness were in relatively good agreement with those in lower modes for rigid joints, while further investigation was needed for flexible joints. On the other hand, only the change in mass resulted in a large discrepancy in the flexible joint case. It may be strongly anticipated that this study will provide a useful tool for estimating modal parameters by change in any design variable, such as the structural dimension, material property, or connection type for a large-scale structure, even though the proposed methodology is currently limited to a jointed beam.

• 한국지역지리학회지
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• 제7권3호
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• pp.14-28
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• 2001

본 연구는 경상북도 울릉도 자연환경자원보호구역에서의 난개발의 문제점과 개선방안을 제시하는 것이다. 울릉도 자연환경자원 보전구역에서 발생되는 난개발 형태는 국토이용변경, 일주도로의 개설, 항만건설에 따른 석산개발, 관광지 지정조성 및 군사시설 설치 등이다. 문제점으로는 첫째, 국토이용변경으로 인한 동식물의 서식영역 감소와 식수원 오염이다. 둘째, 일주도로개설로 인한 자연생태계파괴이다. 셋째, 항만건설과 석산개발로 인한 자연경관 훼손 및 해양생태계 변화이다. 넷째, 관광지 지정조성과 군대시설 설치에 따른 회귀한 식물의 훼손과 식수원 오염이다. 개선되어야 할 점으로는 첫째, 국토이용변경으로 인하여 회귀한 식물이 훼손되지 않도록 친환경적으로 개발한다. 둘째, 도로 시설, 항만을 설치할 때는 환경영향평가를 실시하여 자연경관 및 환경자원의 훼손을 최소화하도록 한다. 셋째, 도서지역 개발에 소요되는 석재 등은 전부 육지에서 반입하도록 하고 도서지역의 열악한 재정을 감안하여 그 소요예산은 전적으로 국가에서 부담하여야 한다. 넷째, 관광지 지정조성에 대해서는 이미 조성된 지역은 계획적으로 관리하며, 미 조성된 지역은 자연환경보전지역으로 재조정하도록 한다. 다섯째, 군대시설을 설치할 경우, 당해 자치단체와 반드시 협의하여 설치하도록 한다. 다섯째, 공무원 및 해당 주민들의 자연환경자원보전 및 보호하고자하는 의식이 필요하다 마지막으로 지역주민들에 대한 재정적인 지원이다.

• 한국환경복원기술학회지
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• 제4권1호
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• pp.41-51
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• 2001

'The Ecological Forest' in Youido Park was intended to be an artificial forest in urban center, following the form of natural forests in central Korea. This study was to investigate the planting plan and the vegetation change of 'the Ecological Forest' and to compare it with natural forests of similar plant composition. The natural forests had slopes between $12^{\circ}$ and $21^{\circ}$, whereas 'the Ecological Forest' had slopes between $2^{\circ}$ and $6^{\circ}$. It was unlikely that the slope condition was adequate to show 'toposequence succession' at 'the Ecological Forest'. The soil bulk density and soil hardness of 'the Ecological Forest' were higher than those of the natural forests. The soil pH of 'the Ecological Forest' was 7.45, which was greater than that of the natural forests. There were some changes in plant composition and amounts 2 years after the construction : the number of conifers was reduced from 383 to 338 ; the number of deciduous trees was reduced from 4717 to 1158. It was because of the young trees dead in the sub-tree layer. The herbaceous species planted were 14 families, 31 species, which increased to 37 families, 93 species after 2 years. In case of horizontal structure of vegetation, trees and shrubs were distributed evenly in the natural forests, whereas 'the Ecological Forest' showed uneven distribution with higher total density. In case of vertical structure of vegetation, the natural forests had distinctive layers with dominant species distributed in each layers. In 'the Ecological Forest', however, dominant species were only in tree layer. The natural forests had greater average tree height, tree density, however, and basal area than 'the Ecological Forest'. The results showed that there were some differences in the structure between 'the Ecological Forest' and natural forests. The management plan should be applied in order that the natural condition be restored in 'the Ecological Forest' by competition between plant species and natural processes.

• 한국환경복원기술학회지
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• 제16권3호
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• pp.107-117
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• 2013

Problems in regard of ecological stability of urban ecosystem ensue from climate change and urbanization. Particularly, urban ecological conditions are deteriorating both quantitatively and qualitatively to a great extent. The present study aims to assess the current condition of selected sites (i. e. urban green zones and parks) in terms of preset assessment components; to find out problems and relevant solutions to improve the quality and quantity of parks and green zones; and ultimately to suggest some measures applicable to coping with climate change as well as to securing the ecological attributes of urban green zones and parks. According to the findings of this study, from quantitative perspectives, ecological attributes and responsiveness to climate change are high on account of the large natural-soil area(80%). By contrast, from qualitative perspectives including the planting structure (1 layer: 47%), the percentage of bush area(17%), the connectivity with surrounding green zones (independent types: 44%), the wind paths considered (5.6%), the tree species with high carbon absorption rates (20%), water cycles (17%), energy (8%) and carbon storage capacities(61%), ecological attributes and responsiveness to climate change were found very low. These findings suggest that the ecological values of urban parks and green zones should be improved in the future by conserving their original forms, securing natural-soil grounds and employing multi-layered planting structures and water bodies, and that responsiveness to climate change should be enhanced by planting tree species with high carbon storage capacities and obtaining detention ponds. In sum, robust efforts should be exerted in the initial planning stages, and sustained, to apply the methodology of green-zone development along with securing ecological attributes and responsiveness to climate change.

• 한국농공학회논문집
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• 제57권1호
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• pp.37-45
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• 2015

Recent droughts in South Korea have had large economic and environmental impacts across the country. Changes in rainfall and hydrologic patterns due to climate change can potentially increase the occurrence of extreme droughts and affect the future availability of water resources. Therefore, it is necessary to evaluate drought vulnerability for water resources planning and management, and identify the appropriate mitigation actions to conduct a drought risk analysis in the context of climate change. The objective of this study is changes in the temporal trends of drought characteristics in South Korea to examine drought impacts under climate change. First, the changes of drought occurrence were analyzed by applying the Standardized Precipitation Evapotranspiration Index (SPEI) for meteorological data on 54 meteorological stations, and were analyzed for the past 30 years (1981-2010), and Representative Concentration Pathways (RCP) climate change scenarios (2011-2100). Second, the changes on the temporal trends of drought characteristics were performed using run theory, which was used to compare drought duration, severity, and magnitude to allow for quantitative evaluations under past and future climate conditions. These results show the high influence of climate change on drought phenomenon, and will contribute to water resources management and drought countermeasures to climate change.