• 제목/요약/키워드: Spatial Pattern analysis

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The Campus of University Earthquake Disaster Prevention Planning - The Research of Spatial Pattern Based on GIS

  • Mi, Shan;Piao, Yong-Ji;Zhang, Rui;Cho, Tae-Dong
    • 한국환경과학회지
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    • 제23권7호
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    • pp.1213-1221
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    • 2014
  • In the background of rapid urbanization and frequent earthquakes, earthquake disaster prevention planning has become an important topic of current research. Universities are irreplaceable disaster shelter, as they are public institutions with a lot of open space. This article puts forward the concept of "disaster prevention campus". With the refuge behavioral and psychological characteristics of people in the campus when the earthquake happens, it integrated uses GIS spatial analysis technique, takes Shandong Agricultural University as an example, and studies the spatial pattern of earthquake disaster prevention planning in campus from five aspects. The aspects include building distribution, population distribution, analysis of service radius, infrastructure configuration and choice of the optimal refuge path. On the basis of researches above, reform proposals and specific strategies are put forward to build the safe and harmonious disaster prevention campus.

대전광역시 도시성장 패턴과 공간구조 변화 측정 (The Pattern of Urban Growth and Measurement of Spatial Structural Change in Daejeon Metropolitan City)

  • 김흥태;김상수;안상현
    • 대한공간정보학회지
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    • 제17권3호
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    • pp.41-48
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    • 2009
  • 본 연구는 성장과정에서 나타나고 있는 공간적 확산 집중의 특성과 도시공간구조 변화를 측정하는데 목적을 두고 있다. 분석에 사용된 자료는 도시인구, 고용, 개발연면적, 지가를 이용하였다. 분석시기는 1995년이후 10년간으로 1995년, 2000년, 2005년을 기준으로 하였다. 연구방법은 먼저 도시성장 변화를 측정하기 위하여 중심점 이동과 표준편차거리를 산출하였다. 모란지수(Moran's I)분석결과 분산된 형태보다는 전반적으로 집중된 형태를 보이고 있었으나, 그 수준은 다소 미약하게 나타났다. 앞으로 시가화지역에서는 토지이용 등의 계획적인 도시관리가 요구된다고 볼 수 있다. 다음으로 윤곽도로 볼 때, 대체적으로 단핵구조에서 다핵화로 변화된 모습을 보이고 있다. 다만 중심지간에 상호연계축 발달은 미약하였다.

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한.중.일 전통주거의 공간구조 및 공간이용 특성에 관한 비교연구 - 충효당, 4진 사합원, 니노마루고덴 사례를 중심으로 - (A Comparative Study on the Traditional Housings in Korea, China and Japan in Respect of Spatial Structure and Space Use)

  • 김민석
    • 한국주거학회논문집
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    • 제22권2호
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    • pp.101-109
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    • 2011
  • Until now, several comparative approaches were developed within the studies of Korean, Chinese, and Japanese traditional housings. In those studies, however, each space in the traditional houses was only treated in individual and fragmentary manners, and they lacked the interpretation of the topological attribute of each space within a holistic structure organized by unit spaces, and of the cultural-behavioral meaning of them within a holistic space-use pattern of the housing. The topological attribute and behavioral meaning can be analyzed and interpreted with the quantitative spatial analysis method such as Space Syntax. This study aims to analyze the traditional housings in Korea, China and Japan in the holistic aspect of spatial structure using Space Syntax, and to compare the analysis results with relating the structural attributes to the space-use pattern. In this study, the 'Banga' in Chosun era, the 'Siheyuan' in Ming-Ching era, and the 'Shoinzukuri' in Edo era were selected as the analysis subjects. The integration indices were calculated from the convex maps representing the subjects, and the common and different attributes of the three subjects were defined through comparative analyses.

점패턴분석을 이용한 수치지형도의 점사상 일반화 (Generalization of Point Feature in Digital Map through Point Pattern Analysis)

  • 유근배
    • Spatial Information Research
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    • 제6권1호
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    • pp.11-23
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    • 1998
  • GIS 분야에서 지도 일반화는 공간자료의 상세도를 결정하여 효과적으로 자료를 가시화(Visualixation)하거나 자료의 해상력을 변화시켜 변환하는 기능을 수행한다. 최근까지 지도 일반화는 선사상 (Line Features)에 집중되었고, 수치지도를 구성하고 있는 정보량과 그 중요성에 비하여 점사상 (Point Features)에 대한 연구는 상대적으로 미미하였다. 이러한 맥락에서 본 연구는 점사상에 대한 구체적인 일반화 방안을 모색하는데 목적을 둔다. 특히 점사상의 일반화에서 원자료의 기하학적 특성을 파악하는데 가장 중요하게 고려한 요소로 점사상의 분포패턴을 선정하였다. 즉 'Grieg-Smith방법'을 활용한 방격분석 (Quadrat Analysis)과 최근린분석 (Nearest-Neighbour Analysis)를 통해 점사상이 갖고 있는 분포패턴의 특성을 찾아낸 다음, 이를 변형시키지 않도록 일반화의 기준거리(Threshold)를 설정하여 점사상을 제거하는 방법을 통해 점사상의 일반화를 시도하였다. 따라서 이 연구에서 제시한 점사상의 일반화 방안은 원래 점사상이 갖고 있는 기하학적 특성을 최대한 유지한다.

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Analysis of Urban Distribution Pattern with Satellite Imagery

  • Roh, Young-Hee;Jeong, Jae-Joon
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 2007년도 Proceedings of ISRS 2007
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    • pp.616-619
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    • 2007
  • Nowadays, urbanized area expands its boundary, and distribution of urbanized area is gradually transformed into more complicated pattern. In Korea, SMA(Seoul Metropolitan Area) has outstanding urbanized area since 1950s. But it is ambiguous whether urban distribution is clustered or dispersed. This study aims to show the way in which expansion of urbanized area impacts on spatial distribution pattern of urbanized area. We use quadrat analysis, nearest-neighbor analysis and fractal analysis to know distribution pattern of urbanized area in time-series urban growth. The quadrat analysis indicates that distribution pattern of urbanized area is clustered but the cohesion is gradually weakened. And the nearest-neighbor analysis shows that point patterns are changed that urbanized area distribution pattern is progressively changed from clustered pattern into dispersed pattern. The fractal dimension analysis shows that 1972's distribution dimension is 1.428 and 2000's dimension is 1.777. Therefore, as time goes by, the complexity of urbanized area is more increased through the years. As a result, we can show that the cohesion of the urbanized area is weakened and complicated.

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GEO-LINEAMENT CHARACTERIZATION USING WAVELET APPROACH: A CASE STUDY IN THE UISEUNG CALDERA REGION

  • Kim, Mi-Kyung;Yoo, Hee-Young;Lee, Ki-Won;Kwon, Byung-Doo
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 2006년도 Proceedings of ISRS 2006 PORSEC Volume I
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    • pp.243-246
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    • 2006
  • Wavelet approach is regarded as a useful methodology for geo-environment analysis with respect to spatial objects with periodicity and spatial pattern, compared to autocorrelation analysis, Fourier analysis, variogram analysis and so on. However, there are a few case studies for geo-lineament characterization with the actual geo-based information such as remotely sensed imagery and DEM. In this study, wavelet approach in the Uiseung caldera region are carried out to delineate characterization for geolineament spatial pattern. There are high possibilities of the development of radial lineaments from the centre of round crater due to the eruption of a volcano and the subsidence of a crater. We have grasped the directionality of the whole linear structures of the caldera via rose diagram, and then performed wavelet analysis on the profiles of orthogonal directions for main directions of the lineaments. The result of this study is likely to be used as a fundamental data in order to grasp the outline of caldera structure prior to the close estimation

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GIS와 공간데이터마이닝을 이용한 상업시설물의 입지패턴 분석 (Analysis of Commercial Facility Locational Pattern Using GIS and Spatial Data Mining)

  • 홍성언;이용익
    • 한국산학기술학회:학술대회논문집
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    • 한국산학기술학회 2010년도 춘계학술발표논문집 2부
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    • pp.630-633
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    • 2010
  • 입지분석은 공간 및 비공간적 특성이 중요하게 다루어져야 함에도 불구하고 공간데이터 타입(spatial data type), 공간관계(spatial relationship), 그리고 공간 자기상관성(spatial autocorrelation)의 복잡성에 기인한 처리의 어려움으로 인해 기하학적거리나 공간적 위치와 같은 단순 공간적 특성만 이용되었다. 본 연구에서는 서울시 대형할인점을 사례로하여로 GIS에 의한 공간데이터와 비공간데이터(인구통계 등)를 통합 구축한 후, 공간데이터마이닝 기법을 이용하여 입지패턴(location pattern)을 분석 추출하여 보고자 한다.

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공간적 패턴클러스터링을 위한 새로운 접근방법의 제안 : 슈퍼마켓고객의 동선분석 (A New Approach to Spatial Pattern Clustering based on Longest Common Subsequence with application to a Grocery)

  • 정인철;권영식
    • 산업공학
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    • 제24권4호
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    • pp.447-456
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    • 2011
  • Identifying the major moving patterns of shoppers' movements in the selling floor has been a longstanding issue in the retailing industry. With the advent of RFID technology, it has been easier to collect the moving data for a individual shopper's movement. Most of the previous studies used the traditional clustering technique to identify the major moving pattern of customers. However, in using clustering technique, due to the spatial constraint (aisle layout or other physical obstructions in the store), standard clustering methods are not feasible for moving data like shopping path should be adjusted for the analysis in advance, which is time-consuming and causes data distortion. To alleviate this problems, we propose a new approach to spatial pattern clustering based on longest common subsequence (LCSS). Experimental results using the real data obtained from a grocery in Seoul show that the proposed method performs well in finding the hot spot and dead spot as well as in finding the major path patterns of customer movements.

Spatial Pattern of Copper Phosphate Precipitation Involves in Copper Accumulation and Resistance of Unsaturated Pseudomonas putida CZ1 Biofilm

  • Chen, Guangcun;Lin, Huirong;Chen, Xincai
    • Journal of Microbiology and Biotechnology
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    • 제26권12호
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    • pp.2116-2126
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    • 2016
  • Bacterial biofilms are spatially structured communities that contain bacterial cells with a wide range of physiological states. The spatial distribution and speciation of copper in unsaturated Pseudomonas putida CZ1 biofilms that accumulated 147.0 mg copper per g dry weight were determined by transmission electron microscopy coupled with energy dispersive X-ray analysis, and micro-X-ray fluorescence microscopy coupled with micro-X-ray absorption near edge structure (micro-XANES) analysis. It was found that copper was mainly precipitated in a $75{\mu}m$ thick layer as copper phosphate in the middle of the biofilm, while there were two living cell layers in the air-biofilm and biofilm-medium interfaces, respectively, distinguished from the copper precipitation layer by two interfaces. The X-ray absorption fine structure analysis of biofilm revealed that species resembling $Cu_3(PO_4)_2$ predominated in biofilm, followed by Cu-Citrate- and Cu-Glutathione-like species. Further analysis by micro-XANES revealed that 94.4% of copper were $Cu_3(PO_4)_2$-like species in the layer next to the air interface, whereas the copper species of the layer next to the medium interface were composed by 75.4% $Cu_3(PO_4)_2$, 10.9% Cu-Citrate-like species, and 11.2% Cu-Glutathione-like species. Thereby, it was suggested that copper was initially acquired by cells in the biofilm-air interface as a citrate complex, and then transported out and bound by out membranes of cells, released from the copper-bound membranes, and finally precipitated with phosphate in the extracellular matrix of the biofilm. These results revealed a clear spatial pattern of copper precipitation in unsaturated biofilm, which was responsible for the high copper tolerance and accumulation of the biofilm.

서울시 아파트 실거래가의 변화패턴 분석 (Analysis of Pattern Change of Real Transaction Price of Apartment in Seoul)

  • 김정희
    • 대한공간정보학회지
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    • 제22권1호
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    • pp.63-70
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    • 2014
  • 본 연구는 국토교통부에서 제공하는 아파트 실거래가자료를 이용하여 2006~2010년까지 5년간의 서울시 아파트실거래가 변화패턴을 시공간적으로 분석하는데 그 목적이 있다. 이를 위해 아파트별 평균 실거래가, 동별 평균 아파트 실거래가 자료를 위치정보자료와 연결하여 GIS데이터로 구축하였다. 분석방법으로는 먼저 공간보간기법 중 크리깅(kriging)을 이용하여 개별 아파트의 시기별/면적별 실거래가의 변화패턴을 분석하였다. 둘째 행정구역(행정동)별 아파트실거래가의 변화패턴을 분석하기 위해 단위 면적별 실거래가의 평균을 계산하여 Moran I 값으로 변환한 후 거래가격의 공간상의 군집도를 분석하였다. 이를 통해 시공간상의 분포패턴을 파악하고, 변화유형까지 유추할 수 있어 주택 및 지역정책에 기초자료로 활용할 수 있다. 시계열 자료를 바탕으로 종적인 변화패턴과 GIS를 이용한 횡적 변화패턴을 분석하기 때문에 아파트가격의 지역 불균형을 한눈에 살펴 볼 수 있다.