• 제목/요약/키워드: Cluster density

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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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적응 분할과 벡터 근사에 기반한 고차원 이미지 색인 기법 (High-Dimensional Image Indexing based on Adaptive Partitioning ana Vector Approximation)

  • 차광호;정진완
    • 한국정보과학회논문지:데이타베이스
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    • 제29권2호
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    • pp.128-137
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    • 2002
  • 이 논문은 고차원 이미지 데이타의 효율적인 색인을 위한 LCP+-file을 제시한다. 멀티미디어 데이타의 사용이 증가하면서 고차원 이미지 데이타의 색인과 검색의 지원에 대한 요구가 증가하고 있다. 최근에 고차원 데이타의 색인을 위해 벡터 근사에 기반한 LPC-file (5)이 개발되었다. LPC-file은 특히, 데이터 집합이 균일하게 분포할 때는 좋은 성능을 나타내지만 클러스터(cluster)를 이를 때는 성능이 하락한다. 본 논문은 강하게 클러스터를 이루는 이미지 데이타 집합에 대해 LPC-file의 성능을 향상시킨 LCP+-file을 제시한다. 기본 아이디어는 고밀도 클러스터를 갖는 부분 공간을 찾기 위해 데이타 공간을 적응적으로 분할하고, 그 공간에 대해 벡터 근사의 식별 능력을 향상시키기 위해 더 많은 수의 비트를 할당한다. 그러나 분할된 공간이 비트들을 공유하기 때문에 사용되는 전체 비트 수는 오히려 줄어든다. 실험 결과에 따르면 LCP+-file은 강하게 클러스터를 이루는 이미지 데이터 집합에 대해 LPC-file의 성능을 크게 향상시킨다.

Preparation of ultra-clean hydrogen and deuterium terminated Si(111)-($1{\times}1$) surfaces and re-observation of the surface phonon dispersion curves

  • Kato, H.;Taoka, T.;Murugan, P.;Kawazoe, Y.;Yamada, T.;Kasuya, A.;Suto, S.
    • 한국진공학회:학술대회논문집
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    • 한국진공학회 2009년도 제38회 동계학술대회 초록집
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    • pp.4-5
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    • 2010
  • The surface phonon is defined as a coherent vibrational excitation of surface atoms propagating along the surface. It is characterized by a phonon dispersion curves, which were extensively studied in 1990's using helium atom scattering and high-resolution electron-energy-loss spectroscopy (HREELS)[1].The understanding is mainly based on the theoretical framework of a classical bond model or cluster calculations. The recent sample preparation and first principles calculations open the naval way to deep insight for surface phonon problems. The surface phonon dispersion on the hydrogen-terminated Si(111)-($1{\times}1$) surface [H:Si(111)] is the typical system and already reported experimentally [2] and theoretically [3], although the understandingis incomplete. The sample contaminated by the oxygen atoms on the surface and the calculations were also classical. In this study, firstly, we have prepared an ultra-clean H:Si(111) surface [4] and measured the surface phonon dispersion curvesusing HREELS. Secondly, we have performed first-principles density functional calculations with the projector augmented wave functionals, as implemented in VASP, using generalized gradient approximations. We used aslab of six silicon layers and both top and bottom surfaces were terminated with hydrogen atoms. Finally, we have compared with the surface phonon dispersion of deuterium-terminatedSi(111)-($1{\times}1$) surface[5] and led to our conclusions. The Si-H stretching and the bending modes are observed at 258.5 and 78.2 meV, respectively. These energies are the same as the previously reported values [2], but the energy-loss peaks at the lower energy regions are dramatically shifted. Through this combination study, we have formulated the procedure of preparing ultra-clean H:Si(111)/D:Si(111), which was confirmed by HREELS vibrational analysis. The Si surface will be utilized for further nano-physics research as well as for the materials for nano-fubrication.

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Effects of Prohexadione-Ca, Ethephon, and Water Stress on Growth and Productivity of 'Golden Delicious'/M.9 Apple

  • Guak, Sunghee
    • 원예과학기술지
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    • 제31권1호
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    • pp.38-49
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    • 2013
  • Prohexadione-calcium (Pro-Ca), ethephon and transient water stress were evaluated in a factorial design, as potential inhibitors of early-season shoot growth of high density orchard management of apple (Malus domestica Borkh.) trees. In the experiment, water stress was imposed to one-half of the 7-year-old 'Golden Delicious'/M.9 apple trees in each of 5 blocks, by stopping irrigation for 3 weeks between 35 and 56 days after full bloom (AFB). Within each whole unit, the following Pro-Ca and ethephon treatments were randomly allocated at $2{\times}2$ factorial: a) 0 or 250 $mg{\cdot}L^{-1}$ a.i. Pro-Ca applied at 28 days AFB and b) 0 or 300 $mg{\cdot}L^{-1}$ a.i. ethephon applied twice (35 and 71 days AFB). All trees were hand thinned to king flowers prior to treatments. Vegetative shoot growth was markedly reduced by Pro-Ca, with its effect being obvious within 14 days after application, while ethephon and water stress treatments were less effective. Pro-Ca had no effect on fruit set and yield but slightly increased fruit size. Ethephon substantially reduced the fruit size and yield but had no effect on fruit set. Water stress reduced fruit set, fruit size and yield. With regard to fruit quality, Pro-Ca did not influence fruit shape, flesh firmness and soluble solids contents (SSC) but slightly reduced titratable acidity. Ethephon had no effect on fruit shape but increased firmness, SSC and acidity, while water stress did not influence these fruit quality attributes. Dry weight of dormant spur buds was reduced by both Pro-Ca and water stress, while increased by ethephon. The larger dormant buds led to the larger spur flowers at the tight cluster stage the following spring. Return flowering was promoted only by ethephon, especially on previous season's shoots. There were no significant interactions between Pro-Ca and ethephon or water stress on most variables observed in this study.

Ecological Characteristics of Natural Habits of Deutzia paniculata, a Rare and Endemic Woody Species in Korea

  • Park, Jin-Sun;An, Jong-Bin;Yun, Ho-Geun;Yi, Myung-Hoon;Park, Wan-Geun;Shin, Hyun-Tak;Hong, Yong-sik;Lee, Kyeong-Cheol;Shim, Yun-Jin;Sung, Jung-Won
    • Journal of Forest and Environmental Science
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    • 제37권3호
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    • pp.206-216
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    • 2021
  • Deutzia paniculata Nakai, a rare and endemic plant, has limited distribution throughout the North and South Gyeongsang provinces of South Korea. The D. paniculata community grows mostly on the stony slopes of forests, valley edges, and rock layers at 250-960 m in altitude, where deciduous trees are dominant and high humidity is maintained. Correlation analysis of vegetation and environmental factors found that the Walter's dogwood-mulberry community was correlated with soil acidity (pH). Whilst the queritron community had correlations with distance from the valley, rock rate and slope. The natural habitat of the Palgongsan Mountain in Daegu is known to have high genetic diversity, had eight D. paniculata individuals recorded from 2014 to 2018, and 12 individuals recorded in 2020 (new individuals due to a newly created space within the herbaceous layer caused by grass mowing works), it is therefore unlikely that the community would perish unless there was an artificial disturbance. To conserve the natural habitats of D. paniculata, oppression by Sasa borealis, damage, increase in crown density of the upper layer, overexploitation, and absence of seedlings should be carefully investigated. In addition, response measures should also be established and the impact on seed fullness and the reproductive characteristics of D. paniculata recorded. To restore declined genetic diversity, individuals from high genetic diversity regions, such as Palgongsan Mountain, should be artificially transplanted.

Oleic acid의 여러 물리화학적 성질에 미치는 Cholesterol계 유도체의 영향 (Influence of Cholesterol Derivatives on the Several Physicochemical Properties of Oleic acid)

  • 안범수
    • 한국응용과학기술학회지
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    • 제36권3호
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    • pp.813-820
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    • 2019
  • Oleic acid의 분자분절 운동에 대한 cholesterol 유도체들의 영향을 보다 잘 이해하기 위해 소량의 첨가물들이 포함된 oleic acid 시료에 대해 밀도, 점성도, IR, $^1H$ NMR, self-diffusion coefficient를 측정하였다. 이 측정을 통하여 cholesterol, cholestanol, cholestane, cholesteryl oleate, benzene, ethanol 등의 첨가물이 포함된 oleic acid 시료에 이들의 효과가 어떻게 나타나는지 알 수 있었다. OH기와 하나의 이중결합을 갖고 있는 cholesterol은 oleic acid의 점성도는 크게 증가시켰으나, 자체 확산계수, 분자내 운동은 감소시켰다. 다른 첨가물들을 시험한 결과 OH기의 유무, 이중결합의 정도에 따라 영향이 변화하였다. 벤젠과 에탄올의 경우 점성도는 감소하였으나 자체 확산계수와 분자내 운동은 증가하는 현상를 보여주었다. 이들 실험을 바탕으로 oleic acid는 에탄올 뿐 아니라 cholesterol과도 착물을 형성하고 또 착물이 이뤄지는 메카니즘에 대해서도 이해할 수 있었다. 이들 착물 형성과 oleic acid 이합체로 이루어진 집합체의 성질 조사를 바탕으로 oleic acid의 분자분절 운동에 대한 cholesterol의 영향을 알 수 있었다.

기계학습 군집 알고리즘을 이용한 미세먼지 비선형성 완화방안 (Non-linearity Mitigation Method of Particulate Matter using Machine Learning Clustering Algorithms)

  • 이상권;조경우;오창헌
    • 한국정보통신학회:학술대회논문집
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    • 한국정보통신학회 2019년도 춘계학술대회
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    • pp.341-343
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    • 2019
  • 고농도 미세먼지 발생이 증가함에 따라 미세먼지 예측에 많은 관심이 집중되고 있다. 미세먼지는 대기 중에 있는 직경 $10{\mu}m$ 이하의 밀입자 물질을 말하며, 온도, 상대습도, 풍속 등의 기상 변화에 영향을 받는다. 따라서 미세먼지 예측을 위해 기상 정보와의 상관관계를 분석하는 다양한 연구가 진행되었다. 하지만 미세먼지의 비선형적 시계열 분포는 예측 모델의 복잡도를 증가시키고, 부정확한 예측값을 초래할 수 있다. 본 연구에서는 기계학습의 군집 알고리즘 및 분류알고리즘을 이용하여 미세먼지의 비선형적 특성을 완화하고자 한다. 사용된 기계학습 알고리즘은 병합군집, 밀도기반군집이며, 각 알고리즘을 통한 군집결과를 비교, 분석하였다.

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노인 요양병원에서 화재 시 군집유형에 따른 피난 성능 분석 모델에 관한 연구 (A Study on the Evacuation Performance Analysis Model Considering Clustering Types at the Fire Event in Geriatric Hospital)

  • 김미정;권지훈
    • 의료ㆍ복지 건축 : 한국의료복지건축학회 논문집
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    • 제28권1호
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    • pp.63-74
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    • 2022
  • Purpose: The purpose of this study is to present an evacuation performance analysis model that can derive vulnerable evacuation spaces with considering the movement behavior as per the elderly groups in the event of a fire in a geriatric hospital. Methods: The evacuation characteristics of geriatric hospital users were investigated through the review of precedent studies. First, the occupant conditions and the evacuation scenario were set to analyze a study target hospital. Then, the evacuation simulation was carried out considering the group types and the density of each group. Finally, an evacuation performance analysis model according to the group type was presented based on the simulation results. Results: The results of this study are as follows: (1) The evacuation performance according to the group type is to be clarified through the suggested study model. (2) It is necessary to secure a ramp or an emergency elevator to distribute the evacuation personnel at the design stage because congestion occurs due to collisions between evacuees on the stairs and delays the evacuation time. (3) It is necessary to consider the evacuation stairs and openings of sufficient size by analyzing the frequency of congestion occurrence and the escape routes of occupants in advance to identify the space where the evacuation flow overlaps. Implications: It is expected that the study result is to be used as primary data for studies that consider the elderly and clustering evacuation behavior in the event of a fire in a geriatric hospital.

Derivation of endothelial cells from porcine induced pluripotent stem cells by optimized single layer culture system

  • Wei, Renyue;Lv, Jiawei;Li, Xuechun;Li, Yan;Xu, Qianqian;Jin, Junxue;Zhang, Yu;Liu, Zhonghua
    • Journal of Veterinary Science
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    • 제21권1호
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    • pp.9.1-9.15
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    • 2020
  • Regenerative therapy holds great promise in the development of cures of some untreatable diseases such as cardiovascular diseases, and pluripotent stem cells (PSCs) including induced PSCs (iPSCs) are the most important regenerative seed cells. Recently, differentiation of human PSCs into functional tissues and cells in vitro has been widely reported. However, although porcine reports are rare they are quite essential, as the pig is an important animal model for the in vitro generation of human organs. In this study, we reprogramed porcine embryonic fibroblasts into porcine iPSCs (piPSCs), and differentiated them into cluster of differentiation 31 (CD31)-positive endothelial cells (ECs) (piPSC-derived ECs, piPS-ECs) using an optimized single-layer culture method. During differentiation, we observed that a combination of GSK3β inhibitor (CHIR99021) and bone morphogenetic protein 4 (BMP4) promoted mesodermal differentiation, resulting in higher proportions of CD31-positive cells than those from separate CHIR99021 or BMP4 treatment. Importantly, the piPS-ECs showed comparable morphological and functional properties to immortalized porcine aortic ECs, which are capable of taking up low-density lipoprotein and forming network structures on Matrigel. Our study, which is the first trial on a species other than human and mouse, has provided an optimized single-layer culture method for obtaining ECs from porcine PSCs. Our approach can be beneficial when evaluating autologous EC transplantation in pig models.

2020년 하계 제주도 인근 대륙붕 해역의 저서다모류군집 구조 및 저서생태계 건강도 평가 (Community Structure of Macrobenthic Polychaetes and its Health Status (Assessed by Two Biotic Indices) on the Adjacent Continental Shelf of Jeju Island, in Summer of 2020)

  • 이서이;김건;서호영;신현출
    • Ocean and Polar Research
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    • 제44권2호
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    • pp.113-126
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    • 2022
  • This study was carried out to investigate the benthic polychaetous community and benthic ecosystem quality status on the adjacent continental shelf of Jeju Island, and field surveys were conducted at 31 stations in July and August, 2020. The surface sediment was generally composed of muddy sand facies and sandy mud facies, and the average particle size was medium silt (6.1±1.6∅). The benthic polychaetous community revealed a total of 73 species with a mean density of 242 ind./m2. The major dominant species were Notomastus latericeus, Ampharete arctica and Onuphis shirikishinaiensis. By the cluster analysis and nMDS results based on species composition of the benthic polychaetous community, the study area was divided into three station groups arranged from east to west by the water depth and sedimentary facies. The station group located in the west was subdivided into two station groups from south to north. From results of correlation analysis and PCA, it was found that the benthic polychaetous community in the study area had a strong correlation with the sedimentary environment and water depth. The benthic faunal community (or ecosystem) on the adjacent continental shelf of Jeju Island was assessed to be in a healthy state by biotic indices such as AMBI and BPI.