• Title/Summary/Keyword: Public spatial data

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공간·지리적 자료의 공간자기상관성을 최소화하는 공간샘플링 기법에 관한 연구 (A study on the Spatial Sampling Method to Minimize Spatial Autocorrelation of Spatial and Geographical Data)

  • 이연수;이만출;나경범;강준모
    • 대한토목학회논문집
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    • 제34권4호
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    • pp.1317-1325
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    • 2014
  • 본 연구의 목적은 공간적 또는 지리적 데이터인 도시구조특성 요소의 공간자기상관성을 최소화 시킬 수 있는 공간샘플링 기법에 대해 제시하고자 한다. 연구의 주요결과와 시사점은 다음과 같다. 첫째, 공간적 또는 지리적 자료가 지니고 있는 공간자기상관성을 제거하기 위해서는 적절한 공간샘플링 방법을 사용하여야 한다는 점이다. 서울시 전체 행정구역별 대중교통 분담률에 관한 공간자기상관성을 측정한 결과 간 의존성이 상당히 높은 것으로 분석되었다. 하지만 적정한 거리(400m)이상을 이격 시켜 공간샘플링을 실시한 후 공간자기상관성이 제거됨을 확인하였다. 공간샘플링을 실시하지 않으면, 공간적 자료의 왜곡으로 인한 잘못된 결과가 도출되며, 이를 해결하기 위해서는 공간샘플링을 하여 표본을 추출하는 과정이 필수불가결 하다는 점이다. 둘째, 공간샘플링 전후의 대중교통 분담률에 영향을 미치는 도시공간구조 특성 요인이 달라진다는 점이다. 그러나 이는 공간적 자료에 존재하는 공간자기상관성을 통제하지 못한 왜곡된 결과이다.

공용부문 구성형식 중 콘코스형 형식의 도시호텔에 나타난 공간 구성 요소의 특성 - 한국과 일본의 중규모 도시호텔을 중심으로 - (Spatial Elements Characteristics of Urban Hotels with Concours Composition Type in the Public Sector - Focusing on Medium-sized Urban Hotels of Korea and Japan -)

  • 이창노
    • 한국실내디자인학회논문집
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    • 제23권5호
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    • pp.131-138
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    • 2014
  • The purpose of this study is to examine spatial composition elements of the public sector through medium-sized first class urban hotels of Korea and Japan, the two countries with geopolitical closeness and high cultural and economic correlation, and to provide data needed for devising future urban hotel plans. The scope of this study included case studies on medium-sized first class urban hotels (10 urban hotels with concours composition type in the public sector) located in downtowns of Korea (5 hotels) and Japan (5 hotels). The study was conducted by analysis of drawing based on review of preceding studies and literature, and on-site survey. The results of survey and analysis on physical spatial elements shown in medium-sized urban hotels of Korea and Japan with concours composition type among composition types in the public sector are as follows. First, as a result of analyzing spatial elements of medium-sized urban hotels in the public sector, an in-depth checklist must be prepared with consideration on intimate correlation between elements to devise a construction spatial plan for urban hotel in the future. Second, as a result of comparatively analyzing area ratio for each function (public sector, sales sector and service sector) through area analysis on the lower floors of medium-sized urban hotels, reference data for planning were found in regards to spatial composition ratio of the public sector. Third, as a result of analyzing spatial elements of lobby hall and traffic line of visitors on the lower floors of medium-sized urban hotels in the public sector, there was a substantial difference between hotels of Korea and Japan.

공간회귀분석을 이용한 부산지역 공공도서관 접근성 영향 요인 분석 (Spatial Regression Analysis of Factors Affecting the Spatial Accessibility of the Public Libraries in Busan)

  • 구본진;장덕현
    • 한국문헌정보학회지
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    • 제55권4호
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    • pp.67-87
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    • 2021
  • 공공도서관 접근성은 도서관의 이용에 직접적인 영향을 끼치며, 접근성의 불균형적인 분포는 도서관 서비스의 공평한 제공을 제한하는 결정적인 요인이 된다. 이러한 관점에 근거하여 본 연구는 부산지역 공공도서관의 공간적 접근성을 분석하고, 공간회귀분석을 통해 공공도서관의 접근성 영향요인을 분석하였다. 분석 결과, 부산지역 공공도서관 접근성은 지역별로 편차가 크게 나타나고 있었으며, 공공도서관이 인구수나 대중교통 이용과 무관하게 입지하고 있을 뿐 아니라 사회적 형평성 측면에서도 공공도서관 입지의 효율성이 떨어지는 것으로 볼 수 있었다. 이 연구의 결과를 통해 부산지역 공공도서관 접근성 현황을 이해하고, 접근성에 영향을 미치는 요인을 파악할 수 있으며, 향후 공공도서관 접근성 격차 완화 및 신규 입지 선정을 위한 기초자료로 활용할 수 있을 것으로 기대한다.

공공데이터포털 속성데이터의 공간정보 연계를 위한 기술개발 전략 (Technology Development Strategy for Spatial Information Linkage of Public Data Portal Attribute Data)

  • 민경주;이성훈;유선철;안종욱
    • 지적과 국토정보
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    • 제53권2호
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    • pp.107-122
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    • 2023
  • 4차 산업혁명 시대의 공간정보 수요가 확대되고 있으며, 지리 또는 위치와 관련된 속성데이터에 대한 관심이 고조되고 있다. 공간정보 분야에서는 이러한 데이터의 연계·통합을 통해 국민 맞춤형의 공간정보 정책과 서비스를 제공하는 새로운 토대, 즉 자원으로 활용할 수 있게 된다. 이처럼 넓어지고 다양해지는 공간정보 활용수요에 부응하기 위해 공공데이터 등 다양한 속성정보와의 연계·활용 기술의 개발이 필요하다. 본 연구에서는 데이터 연계·통합과 관련한 이론 및 공공데이터포털을 대상으로 한 데이터 현황과 기존 선행연구의 검토를 통해 속성데이터-공간정보의 연계·통합을 위한 기술 개발 전략을 제시하고자 하였다. 결과적으로, 공간정보와 속성데이터 간의 연계 기술개발을 위해 연계 대상이 되는 속성데이터의 데이터 식별자를 활용해야 함을 제안하고, 기술개발의 프로토타입 설계 시에 활용할 수 있는 속성데이터 연계 프로세스를 제시하였다.

거주민 공간복지 향상을 위한 공공 개방 민원 데이터 분석 모델 - 강동구 공간복지 분석 사례를 중심으로 - (A Public Open Civil Complaint Data Analysis Model to Improve Spatial Welfare for Residents - A Case Study of Community Welfare Analysis in Gangdong District -)

  • 신동윤
    • 한국BIM학회 논문집
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    • 제13권3호
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    • pp.39-47
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    • 2023
  • This study aims to introduce a model for enhancing community well-being through the utilization of public open data. To objectively assess abstract notions of residential satisfaction, text data from complaints is analyzed. By leveraging accessible public data, costs related to data collection are minimized. Initially, relevant text data containing civic complaints is collected and refined by removing extraneous information. This processed data is then combined with meaningful datasets and subjected to topic modeling, a text mining technique. The insights derived are visualized using Geographic Information System (GIS) and Application Programming Interface (API) data. The efficacy of this analytical model was demonstrated in the Godeok/Gangil area. The proposed methodology allows for comprehensive analysis across time, space, and categories. This flexible approach involves incorporating specific public open data as needed, all within the overarching framework.

공간분석 기법을 이용한 대기오염 개인노출추정 방안 소개 및 적용의 사례 (Prediction Approaches of Personal Exposure from Ambient Air Pollution Using Spatial Analysis: A Pilot Study Using Ulsan Cohort Data)

  • 손지영;김윤신;조용성;이종태
    • 한국대기환경학회지
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    • 제25권4호
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    • pp.339-346
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    • 2009
  • The objectives of this study were to introduce spatial interpolation methods which have been applied in recent papers, to apply three methods (nearest monitor, inverse distance weighting, kriging) to domestic data (Ulsan cohort) as an example of estimating the personal exposure levels. We predicted the personal exposure estimates of 2,102 participants in Ulsan cohort using spatial interpolation methods based on information of their residential address. We found that there was a similar tendency among the estimates of each method. The correlation coefficients between predictions from pairs of interpolation methods (except for the correlation coefficient between nearest montitor and kriging of CO and $SO_2$) were generally high (r=0.84 to 0.96). Even if there are some limitations such as location and density of monitoring station, spatial interpolation methods can reflect spatial aspects of air pollutant and spatial heterogeneity in individual level so that they provide more accurate estimates than monitor data alone. But they may still result in misclassification of exposure. To minimize misclassification for better estimates, we need to consider individual characteristics such as daily activity pattern.

PM10 장기노출 예측모형 개발을 위한 국가 대기오염측정자료의 탐색과 활용 (Exploration and Application of Regulatory PM10 Measurement Data for Developing Long-term Prediction Models in South Korea)

  • 이선주;김호;김선영
    • 한국대기환경학회지
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    • 제32권1호
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    • pp.114-126
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    • 2016
  • Many cohort studies have reported associations of individual-level long-term exposures to $PM_{10}$ and health outcomes. Individual exposures were often estimated by using exposure prediction models relying on $PM_{10}$ data measured at national regulatory monitoring sites. This study explored spatial and temporal characteristics of regulatory $PM_{10}$ measurement data in South Korea and suggested $PM_{10}$ concentration metrics as long-term exposures for assessing health effects in cohort studies. We obtained hourly $PM_{10}$ data from the National Institute of Environmental Research for 2001~2012 in South Korea. We investigated spatial distribution of monitoring sites using the density and proximity in each of the 16 metropolitan cities and provinces. The temporal characteristics of $PM_{10}$ measurement data were examined by annual/seasonal/diurnal patterns across urban background monitoring sites after excluding Asian dust days. For spatial characteristics of $PM_{10}$ measurement data, we computed coefficient of variation (CV) and coefficient of divergence (COD). Based on temporal and spatial investigation, we suggested preferred long-term metrics for cohort studies. In 2010, 294 urban background monitoring sites were located in South Korea with a site over an area of $415.0km^2$ and distant from another site by 31.0 km on average. Annual average $PM_{10}$ concentrations decreased by 19.8% from 2001 to 2012, and seasonal $PM_{10}$ patterns were consistent over study years with higher concentrations in spring and winter. Spatial variability was relatively small with 6~19% of CV and 21~46% of COD across 16 metropolitan cities and provinces in 2010. To maximize spatial coverage and reflect temporal and spatial distributions, our suggestion for $PM_{10}$ metrics representing long-term exposures was the average for one or multiple years after 2009. This study provides the knowledge of all available $PM_{10}$ data measured at national regulatory monitoring sites in South Korea and the insight of the plausible longterm exposure metric for cohort studies.

공공도서관의 실내공간특성에 관한 연구 (A Study on the Spatial Characteristics of Public Library)

  • 장아리;황연숙
    • 한국실내디자인학회논문집
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    • 제16권6호
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    • pp.172-180
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    • 2007
  • As library have become changed. Beyond conventional simple functions such as data storing and recording, the functions of modern public libraries are expended to various directions, for example functions of encouraging residents to utilize information and participate in cultural activities and also a function of life-long education, resulting in playing a role as complex space. As the role of public libraries changes into a complex one, spatial planning reflecting this change is required. Spatial arrangements, furniture arrangements and interior images in 12 public libraries in Seoul were analyzed. As a result of the study, it was found that in spatial arrangements, many public libraries linked spaces by functions. Furniture arrangements have been changing from the closed arrangement to the open arrangement. Interior images were identified as static and simple except digital information space. Accordingly, public libraries have became needed to play a proper role of community facilities for local residents by planning furniture arrangements and conducting interior designs taking characteristics of many different users into consideration.

농어촌 보건소의 기능별 공간구성 및 면적배분에 관한 연구 (A Study on the Functional Space Configuration and Area Distribution of Rural Public Health Center)

  • 조희영;윤소희;김석태
    • 의료ㆍ복지 건축 : 한국의료복지건축학회 논문집
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    • 제22권1호
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    • pp.51-61
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    • 2016
  • Purpose: To improve and establish functions for public health centers in rural public, an analysis will be done on arrangement plan and area by function for public health centers in farming and fishing villages. After finding out this relationship and architectural characteristics, spatial organization and area ratio for providing efficient medical service and the relationship between the two will be examined. Methods: 8 of them were selected and site visit and interview with the person in charge were conducted to investigate the current status. The drawings collected for analysis were input as CAD data and schematized. The relationship between the arrangement type and area for the public health centers in farming and fishing villages was analyzed and based on this, an analysis was done on agricultural scale and characteristics, and putting these analyzed results together, an appropriate method of improvement was proposed for spatial organization by function for public health centers in farming and fishing villages and to provide efficient service. Results: Firstly, the Plan types found in the public health centers in farming and fishing villages could be classified into three including single-type, multiple-type and radial-type. Secondly, according to an analysis of areas by function, in the case of treatment function, there was a difference in the area ration for selective treatment. This ratio is considered to be greatly influenced by the project each public health center focuses on. Thirdly, I could become aware of the relationship between spatial organization and area ratio based on the analysis of arrangement and area derived above. Implication: As the data to refer to in future research on spatial organization for public health centers, if the object of analysis becomes more expanded and investigated, it will be utilized in detail for spatial planning of public health centers, thereby being expected to contribute to more efficient and qualitatively enhanced medical service provided by public health centers.

Methodology of Spatio-temporal Matching for Constructing an Analysis Database Based on Different Types of Public Data

  • Jung, In taek;Chong, Kyu soo
    • 한국측량학회지
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    • 제35권2호
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    • pp.81-90
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    • 2017
  • This study aimed to construct an integrated database using the same spatio-temporal unit by employing various public-data types with different real-time information provision cycles and spatial units. Towards this end, three temporal interpolation methods (piecewise constant interpolation, linear interpolation, nonlinear interpolation) and a spatial matching method by district boundaries was proposed. The case study revealed that the linear interpolation is an excellent method, and the spatial matching method also showed good results. It is hoped that various prediction models and data analysis methods will be developed in the future using different types of data in the analysis database.