• 제목/요약/키워드: Spatial Clusters

검색결과 284건 처리시간 0.024초

On a Modified k-spatial Medians Clustering

  • Jhun, Myoungshic;Jin, Seohoon
    • Journal of the Korean Statistical Society
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    • 제29권2호
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    • pp.247-260
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    • 2000
  • This paper is concerned with a modification of the k-spatial medians clustering. To find a suitable number of clusters, the number k of clusters is incorporated into the k-spatial medians clustering criterion through a weight function. Proposed method for the choice of the weight function offers a reasonable number of clusters. Some theoretical properties of the method are investigated along with some examples.

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씬씨내티 대도시지역의 산업군집과 경계설정 (Industrial Clusters and Their Boundaries: A Case Study for Plants in the Cincinnati metropolitan Area)

  • 이보영
    • 한국지역지리학회지
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    • 제6권3호
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    • pp.169-184
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    • 2000
  • 미국의 씬씨내티 대도시지역을 대상으로 인자분석 및 Hot Spot 분석에 의해 산업 군집과 그것의 경계가 확인되어졌다. 전통적 투입 산출 접근법이 비공간적 산업 군집을 추출하는 반면 이 연구는 전통적 접근을 GIS 기법과 결합하여 경계를 설정한다. 투입 산출 산업 군집의 결과를 선도산업 부문과 결합하여 5개 선도 산업 군집을 추출하였는데 그것은 음식료품, 화학, 금속, 금속제품, 기계공업 부분이다. 그리고 Hot Spot 기법을 이용하여 연구지역의 산업 군집을 Arcview에 통합하여 시각화하였다. 산업 군집의 공간적 결합정도와 공간적 한계를 결정하는 것은 경제의 공간구조의 효율성을 측정하는 부가적 접근이 될 수 있다. 산업 군집과 산업의 공간적 군집 접근은 하나의 공장이나 기업의 수준보다 집계적인 차원에서 산업의 공간적 배열의 새로운 모형 개발 기초의 가능성을 제시한다.

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How to quantify the similarity of 2D distributions: Comparison of spatial distribution of Dark Matter and Intracluster light

  • Yoo, Jaewon;Ko, Jongwan;Sabiu, Cristiano G.;Chun, Kyungwon;Shin, Jihye;Hwang, Ho Seong;Smith, Rory;Kim, Hyowon
    • 천문학회보
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    • 제46권2호
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    • pp.67.4-68
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    • 2021
  • In studying the dynamical evolution of galaxy clusters, one intriguing approach is to compare the spatial distributions of various components, such as the dark matter, the member galaxies, the gas, and the intracluster light (ICL; the diffuse light from stars, which are not bound any individual cluster galaxy). If we find a visible component whose spatial distribution coincides with the dark matter distribution, then we could draw a dark matter map without requiring laborious weak lensing analysis. Furthermore, if the component traces the dark matter distribution better for more relaxed galaxy cluster, we could use the similarity as a dynamical stage estimator of the galaxy cluster. We present a novel new methodology to quantify the similarity of two or more 2-dimensional spatial distributions. We apply the method to a sample of galaxy clusters at different dynamical stages simulated within N-cluster Run, which is an N-body simulation using the galaxy replacement technique. Among the various components (stellar particles, galaxies, ICL), the velocity defined ICL+ brightest cluster galaxy (BCG) component traces the dark matter best. Between the sample galaxy clusters, the relaxed clusters show stronger similarity of the spatial distribution between the dark matter and ICL+BCG than the dynamically young clusters.

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Observational Evidence of Merging and Accretion in the Milky Way Galaxy from the Spatial Distribution of Stars in Globular Clusters

  • Chun, Sang-Hyun
    • 천문학회보
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    • 제38권2호
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    • pp.76-76
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    • 2013
  • The current hierarchical model of galaxy formation predicts that galaxy halos contain merger relics in the form of long stellar streams. In order to find stellar substructures in galaxy, we focused our investigation on the stellar spatial density around globular clusters and on the quantitative properties of the evolved sequences in the color-magnitude diagrams (CMDs). First, we investigated the spatial configuration of stars around five metal-poor globular clusters in halo region (M15, M30, M53, NGC 5053, and NGC 5466) and one metal-poor globular cluster in bulge region (NGC 6626). Our findings indicate that all of these globular clusters show strong evidence of extratidal features in the form of extended tidal tails around the clusters. The orientations of the extratidal features show the signatures of tidal tails tracing the clusters' orbits and the effects of dynamical interactions with the galaxy. These features were also confirmed by the radial surface density profiles and azimuthal number density profiles. Our results suggest that these six globular clusters are potentially associated with the satellite galaxies merged into the Milky Way. Second, we derived the morphological parameters of the red giant branch (RGB) from the near-infrared CMDs of 12 metal-poor globular clusters in the Galactic bulge. The photometric RGB shape indices such as colors at fixed magnitudes, magnitudes at fixed colors, and the RGB slope were measured for each cluster. The magnitudes of the RGB bump and tip were also estimated. The derived RGB parameters were used to examine the overall behavior of the RGB morphology as a function of cluster metallicity. The behavior of the RGB shape parameters was also compared with the previous observational calibration relation and theoretical predictions of the Yonsei-Yale isochrones. Our results of studies for stellar spatial distribution around globular clusters and the morphological properties of RGB stars in globular clusters could add further observational evidence of merging scenario of galaxy formation.

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Spatial Configuration of Stars Around Three Metal-poor Globular Clusters in the Galatic Bulge, NGC 6266, NGC 6273, and NGC 6681 : Surface Density Map and Radial Density Profile

  • Han, Mihwa;Chun, Sang-Hyun;Choudhury, Samyaday;Chiang, Howoo;Lee, Sowon;Sohn, Young-Jong
    • Journal of Astronomy and Space Sciences
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    • 제34권2호
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    • pp.83-97
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    • 2017
  • We present extra-tidal features of spatial configuration of stars around three metal-poor globular clusters (NGC 6266, NGC 6273, NGC 6681) located in the Galactic bulge. The wide-field photometric data were obtained in BVI bands with the MOSAIC II camera at CTIO 4 m Blanco telescope. The derived color-magnitude diagrams (CMDs) contain stars in a total $71^{\prime}{\times}71^{\prime}$ area including a cluster and its surrounding field outside of the tidal radius of the cluster. Applying statistical filtering technique, we minimized the field star contaminations on the obtained cluster CMDs and extracted the cluster members. On the spatial stellar density maps around the target clusters, we found overdensity features beyond the tidal radii of the clusters. We also found that the radial density profiles of the clusters show departures from the best-fit King model for their outer regions which support the overdensity patterns.

Spatial Configuration of Stars around Metal-Poor Globular Clusters in the Galactic Bulge

  • Han, Mi-Hwa;Chun, Sang-Hyun;Chang, Cho-Rhong;Jung, Mi-Young;Lim, Dong-Wook;Sohn, Young-Jong
    • 한국우주과학회:학술대회논문집(한국우주과학회보)
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    • 한국우주과학회 2009년도 한국우주과학회보 제18권2호
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    • pp.30.1-30.1
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    • 2009
  • We present extra-tidal features of spatial configuration of stars around three metal-poor globular clusters (NGC 6273, NGC 6266, NGC 6681) located in the Galactic bulge. The accurate wide-field photometric data were obtained in BVI bands with the MOSAICII camera at CTIO Blanco 4m telescope. The derived color-magnitude diagrams (CMDs) covered a total $71'\times71'$ area including a cluster and its surrounding field outside of the tidal radius of the cluster. Applying the statistical technique of the CMD-mask algorithm, we minimized the field star contaminations on the obtained CMDs and chose properly the cluster's member stars. On the spatial stellar density maps around the target clusters, we found overdensity features beyond the tidal radii of the clusters. We also found that the radial density profiles of the clusters show departures from the best-fit King model for the outer region of clusters. The results add further observational evidence that the observed metal-poor bulge clusters would be originated from accreted satellite systems, indicative of the merging scenario of the formation of the Galaxy.

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County Level Clustering on Alcohol and HIV Mortality

  • Park, Byeonghwa
    • Communications for Statistical Applications and Methods
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    • 제20권1호
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    • pp.53-62
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    • 2013
  • This study focuses on spatial/temporal relationship deaths caused by Human Immunodeficiency Virus (HIV) and Alcohol Use Disorder (AUD). Several studies have found links between these two diseases. By looking for clusters in mortality of Alcohol and HIV related deaths this study contributes to the field through the identification of exact spatial/temporal time of high and low occurrence risks based on the observed over the expected number of deaths. This study does not provide political or social interpretations of the data. It merely wants to show where clusters are found.

The Identification of Industrial Clusters in the Chungbuk Region in Korea

  • Cho, Cheol-Joo
    • World Technopolis Review
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    • 제6권2호
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    • pp.130-147
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    • 2017
  • This paper aims to identify the spatial concentrations and linkage properties of industrial clusters in the Chungbuk Province region in Korea using a three-step approach, which is composed of the cluster index, Getis-Ord's $Gi^*$, and qualitative input-output analysis. The results of the study reveal: a) what industrial sectors are concentrated and where they are; b) where the spatially interdependent industries are; and c) how the industrial sectors of the identified clusters in different locations are vertically interconnected. In addition, the degree of strength of the interindustry linkages between industrial clusters are assessed. Based on the findings, some plausible industrial policies are suggested.

Tidal Stripping Substructure on Spatial Distribution of Stars in Several Globular Clusters from UKIRT Observation

  • Sohn, Young-Jong;Chun, Sang-Hyun;Kang, Minhee
    • 천문학회보
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    • 제38권2호
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    • pp.78.1-78.1
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    • 2013
  • The hierarchical model of galaxy formation predicts that galaxy halos contain merger relics in the form of long stellar stream. Thus, tidal substructure of stars around globular clusters, such as tidal tails, could be an essential evidence of the merging scenario in the formation of the Galaxy. From April 2010 to December 2012, we obtained $45^{\prime}{\times}45^{\prime}$ wide-field JHKs near-infrared photometric imaging data for about 20 globular clusters in the Milky Way, and examined the stellar density distribution around globular clusters. Here, we introduce the preliminary results of stellar spatial distributions and radial surface density profiles of four globular clusters. In order to minimize the field star contamination and identify the cluster's member candidates stars, we used a statistical filtering algorithm and gave weights on the CMDs of globular clusters. In two-dimensional stellar density maps, we could found tidal stripping structures for some globular clusters. The orientation of tidal substructure seems to associate with the effects of dynamical interactions with the Galaxy and cluster's orbit. Indeed, the radial surface density profile accurately describes this stripping structures as a break in the slope of profile. The observational results could give us further observational evidence of merging scenario of the formation of the Galaxy.

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우리나라 재난안전분야의 제조업 고용 공간패턴 분석 (Analyzing Spatial Patterns of Manufacturing Employment of the Disaster Safety Sector in South Korea)

  • 김근영
    • 한국재난정보학회 논문집
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    • 제18권2호
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    • pp.351-363
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    • 2022
  • 연구목적:본 연구는 우리나라 재난안전분야의 제조업 고용 클러스터를 찾는 것을 목적으로 한다. 연구 방법: LISA(Local Indicator of Spatial Association)분석기법이 2019년 한국표준산업분류와 재난안전산업 특수 분류기준에 의해 구축된 229개 지자체의 고용 데이터에 적용되었다. LISA기법은 해당 산업들의 공간 클러스터와 고용의 공간적 종속성을 파악하였다. 연구결과: 세 가지 분석결과가 도출되었다. 첫째, 우리나라 재난안전산업의 고용은 전체 제조업의 약 6%를 점유하며 매년 증가하는 추세다. 둘째, 재난안전 산업의 고용 클러스터는 수도권 서부지역에 입지하고 있다. 셋째, 산업재해 방지 산업안전용품 제조업은 중화학 공업과 산업단지가 있는 부산, 울산, 경남창원, 김해 지역을 중심으로 클러스터를 형성한다. 결론: 해당 지역들을 재난안전산업의 제조업 클러스터로 육성하는 투자와 유성정책이 필요하다. 본 연구결과는 우리나라 재난안전산업에 형성되어 있는 제조업 클러스터들의 산업발전과 고용육성 정책을 개선하는데 사용될 수 있다.