• Title/Summary/Keyword: Spatial Data Types

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Representation of Spatial Relationships for Sheet Metal Weld Assemblies Modeling (박판 용접구조물의 모델링을 위한 공간관계 표현)

  • 김동원;김경윤
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 1997.04a
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    • pp.400-404
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    • 1997
  • This paper presents spatial relationshaps and engineering features for the feature based modeling of Sheet Metal Weld Assemblies (SMWA) that are made of sheet metal components through are welding processes. Spatial relationships in ProMod-S, a sheet metal product modeler,are further extended for the SMWA modeling. Some spatial relationships for special weld joint types are newly introduced. The geometrical and topological relations between spatial reationship, mating features, and assembly features are defined. Finally, assembly data stucturess for the product modeling of SMWA are proposed. They are an engineering relation to represent the constraints between component features, and a mating bond to integrate component design information.

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Exploring the Relationship between Place and Crime Using Spatial Econometrics Model

  • Lee, Soochang;Kim, Daechan
    • International Journal of Advanced Culture Technology
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    • v.9 no.2
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    • pp.32-38
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    • 2021
  • The purpose of this study is to examine the spatial characteristics of violent and burglary crimes in South Korea. Violent crimes and burglary crimes depend on a spatial setting with good conditions for their criminal purposes. This study defines population density, racial heterogeneity, types of houses, and density of commercial facilities as variables of place affecting crime in cities and counties. The study collects data from 229 cities in Korea to analyze the effect of spatial characteristics on crime. We conduct additional analyses to meet the statistical requisites of the spatial econometrics model using the open-source software R and GeoDa 1.12.1.129. From the analytical result, population density, racial heterogeneity, apartments, and commercial areas relate to crime occurrence. We suggest the implication of the theoretical and practical contributions to the relationship between place and crime.

Analysis of Relationship between the Spatial Characteristics of the Elderly Population Distribution and Heat Wave based on GIS - focused on Changwon City - (GIS 기반 노인인구 분포지역의 공간적 특성과 폭염의 관계 분석 - 창원시를 대상으로 -)

  • SONG, Bong-Geun;PARK, Kyung-Hun;KIM, Gyeong-Ah;KIM, Seoung-Hyeon;Park, Geon-Ung;MUN, Han-Sol
    • Journal of the Korean Association of Geographic Information Studies
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    • v.23 no.3
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    • pp.68-84
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    • 2020
  • This study analyzed the relationship between spatial characteristics and heat waves in the distribution area of the elderly population in Changwon, Gyeongsangnam-do. For analysis, the Statistics Census data, the Ministry of Environment land cover, Landsat 8 surface temperature, and the Meteorological Agency's heat wave days data were used. The spatial characteristics of the distribution of the elderly population was classified into 5 types through K-mean cluster analysis considering the land use types. The characteristics of the elderly population by spatial type were higher in the urbanized type(cluster-3), but the proportion of the elderly population was higher in the agricultural and forest area types(cluster-1, cluster-2). In the characteristics of the surface temperature and the heat wave days, the surface temperature was the highest in the urban area, but heat wave days were the highest in the rural area. As a result of analyzing the heat wave characteristics according to the spatial type of the distribution area of elderly population, cluster-2 with the largest area in agricultural areas was highest at 15.95 days, and cluster-3 with a large area in urbanized types was the lowest at 9.41 days and 9.18 days. In other words, the elderly population living in rural areas is more exposed to heat waves than the elderly population living in urban areas, and the damage is expected to increase. The results of this study could be used as basic data to prepare various policy measures for effective management and prevention of vulnerable areas in summer.

A Study on the Land Change Detection and Monitoring Using High-Resolution Satellite Images and Artificial Intelligence: A Case Study of Jeongeup City (고해상도 위성영상과 인공지능을 활용한 국토 변화탐지 및 모니터링 연구: 실증대상 지역인 정읍시를 중심으로)

  • Cho, Nahye;Lee, Jungjoo;Kim, Hyundeok
    • Journal of Cadastre & Land InformatiX
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    • v.53 no.1
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    • pp.107-121
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    • 2023
  • In order to acquire a wide range of land that changes in real time and quickly and accurately grasp it, we plan to utilize the recently released high-resolution S.Korea's satellite image data and artificial intelligence (AI). Compared to existing satellite images, the spectral and periodic resolutions of S.Korea's satellite are higher, making them a more suitable data source for periodically monitoring changes in land. Therefore, this study aims to acquire S.Korea's satellite, select 8 types of objects to detect land changes, construct data sets for them, and apply AI models to analyze them. In order to confirm the optimal model and variable conditions for detecting 8 types of objects of various types, several experiments are performed and AI-based image analysis is technically reviewed.

A Study on Spatial Data Integration using Graph Database: Focusing on Real Estate (그래프 데이터베이스를 활용한 공간 데이터 통합 방안 연구: 부동산 분야를 중심으로)

  • Ju-Young KIM;Seula PARK;Ki-Yun YU
    • Journal of the Korean Association of Geographic Information Studies
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    • v.26 no.3
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    • pp.12-36
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    • 2023
  • Graph databases, which store different types of data and their relationships modeled as a graph, can be effective in managing and analyzing real estate spatial data linked by complex relationships. However, they are not widely used due to the limited spatial functionalities of graph databases. In this study, we propose a uniform grid-based real estate spatial data management approach using a graph database to respond to various real estate-related spatial questions. By analyzing the real estate community to identify relevant data and utilizing national point numbers as unit grids, we construct a graph schema that linking diverse real estate data, and create a test database. After building a test database, we tested basic topological relationships and spatial functions using the Jackpine benchmark, and further conducted query tests based on various scenarios to verify the appropriateness of the proposed method. The results show that the proposed method successfully executed 25 out of 29 spatial topological relationships and spatial functions, and achieved about 97% accuracy for the 25 functions and 15 scenarios. The significance of this study lies in proposing an efficient data integration method that can respond to real estate-related spatial questions, considering the limited spatial operation capabilities of graph databases. However, there are limitations such as the creation of incorrect spatial topological relationships due to the use of grid-based indexes and inefficiency of queries due to list comparisons, which need to be improved in follow-up studies.

A Study on the Spatial Organization of Outpatient Department in General Hospital - Focused on the Latest Planned General Hospital of Scale more than 500 Beds - (종합병원 외래진료부의 공간구성과 규모계획에 관한 조사연구 - 최근 계획된 500병상 이상 규모의 종합병원을 중심으로 -)

  • Son, Jae-Won;Lee, Teuk-Koo
    • Journal of The Korea Institute of Healthcare Architecture
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    • v.13 no.2
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    • pp.53-60
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    • 2007
  • Various changes in medical environments including growing elderly population, chronic diseases, deepening competition among hospitals since opening to foreign medical service, economic strategy for improvement of profit system have caused hospitals to be specialized. In this backgrounds, the purpose of this study is to receive basic data for architectural planning on the spatial organization of outpatient department in general hospital. The results of this study were as follows; First, major changes of outpatient department in general hospital are composed of 'co-work in medical examination and treatment', 'decentralization of diagnosis and treatment(D/T)' and 'patient-oriented medical service'. Changes by co-work system include appearance of medical offices for co-work, activation of specialized clinics, grouping of E/T section for outpatient and various types of specialized centers. Second, the grouping of E/T sections means the modification of E/T system and organization in general hospitals, and a new spatial organization will be needed. Third, the types of specialized centers are getting varied. they are classified into several types including disease-resource, social stratum-resource, human organ-resource, health-resource, rehabilitation-resource, alternative medical center and so on.

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Analysis of Propagation Characteristics of a Song Sung when Weeding a Rice in Chungcheongbuk-do Using the Geomorphic Elements: The Case of Short Bang-a and Sangsa ryu (지형요소를 활용한 충북 논매기소리의 전파 특성 분석: 짧은방아 및 상사류를 사례로)

  • Park, Hyun-Su;JANG, Dong-Ho
    • Journal of The Geomorphological Association of Korea
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    • v.23 no.2
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    • pp.61-70
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    • 2016
  • This study intended to analyze the spatial distribution of two types of weeding song (Short Bang-a and Sangsa ryu) and how geomorphic elements influence the propagation of the songs in Chungcheongbuk-do area. The distribution of the two types of song was mapped as point data. According to the result, both types showed similar distribution pattern. In order to figure out the reason of this similarity, the distribution pattern of songs was analyzed at various scales based on geomorphic elements including river, mountain and lineament. The result showed that most of distribution pattern of songs followed the lineament direction. Also, the spatial continuity among mountain that was formed by large and small lineament in various directions could be the path of the cultural diffusion. If the lineament with same direction does not intersect other lineament that have different direction, spatial continuity would be blocked. Consequently it was confirmed that propagation of songs has not spread smoothly.

A Study on Extraction of Useful Information from Big dataset of Multi-attributes - Focus on Single Household in Seoul - (다속성 빅데이터로부터 유용한 정보 추출에 관한 연구 - 서울시 1인 가구를 중심으로 -)

  • Choi, Jung-Min;Kim, Kun-Woo
    • Journal of the Korean housing association
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    • v.25 no.4
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    • pp.59-72
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    • 2014
  • This study proposes a data-mining analysis method for examining variable multi-attribute big-data, which is considered to be more applicable in social science using a Correspondence Analysis of variables obtained by AIC model selection. The proposed method was applied on the Seoul Survey from 2005 to 2010 in order to extract interesting rules or patterns on characteristics of single household. The results found as follows. Firstly, this paper illustrated that the proposed method is efficiently able to apply on a big dataset of huge categorical multi attributes variables. Secondly, as a result of Seoul Survey analysis, it has been found that the more dissatisfied with residential environment the higher tendency of residential mobility in single household. Thirdly, it turned out that there are three types of single households based on the characteristics of their demographic characteristics, and it was different from recognition of home and partner of counselling by the three types of single households. Fourthly, this paper extracted eight significant variables with a spatial aggregated dataset which are highly correlated to the ratio of occupancy of single household in 25 Seoul Municipals, and to conclude, it investigated the relation between spatial distribution of single households and their demographic statistics based on the six divided groups obtained by Cluster Analysis.

Source Identification of Nitrate contamination in Groundwater of an Agricultural Site, Jeungpyeong, Korea

  • 전성천;이강근;배광옥;정형재
    • Proceedings of the Korean Society of Soil and Groundwater Environment Conference
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    • 2003.04a
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    • pp.63-66
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    • 2003
  • This study applied a hydrogeological field survey and isotope investigation to identify source locations and delineate pathways of groundwater contamination by nitrogen compounds. The infiltration and recharge processes were analyzed with groundwater-level fluctuation data and oxygen-hydrogen stable isotope data. The groundwater flow pattern was investigated through groundwater flow modeling and spatial and temporal variation of oxygen isotope data. Based on the flow analysis and nitrogen isotope data, source types of nitrate contamination in groundwater are identified. Groundwater recharge largely occurs in spring and summer due to precipitation or irrigation water in rice fields. Based on oxygen isotope data and cross-correlation between precipitation and groundwater level changes, groundwater recharge was found to be mainly caused by irrigation in spring and by precipitation at other times. The groundwater flow velocity calculated by a time series of spatial correlations, 231 m/yr, is in good accordance with the linear velocity estimated from hydrogeologic data. Nitrate contamination sources are natural and fertilized soils as non-point sources, and septic and animal wastes as point sources. Seasonal loading and spatial distribution of nitrate sources are estimated by using oxygen and nitrogen isotopic data.

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The Image and Visual Preference for Urban Setting : Focused on Outdoor Spaces of Urban Office Buildings (도시환경의 이미지 및 시각적 선호도에 관한 연구 -도시 업무용 건물의 외부공간을 중심으로-)

  • 이선화;김유일;서주환
    • Journal of the Korean Institute of Landscape Architecture
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    • v.26 no.3
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    • pp.134-142
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    • 1998
  • THe purpose of this study is to suggest the major determinants of visual preference in the outdoor spaces of urban office buildings. For this, the spatial image was analyzed by the factor analysis algorithm. The level of visual preferences was measured by a slide simulation test, and these data were analyzed by the multiple regressioni. The result of this study can be summarized as follows; Factors covering the spatial image were found to be 'mystery','changeability','coherence' and 'legibility'. T.V. was obtained as 58.4%. Outdoor spaces of urban office buildings were classified into four groups by the multi dimensional scaling method. As for the analysis of imageability in each spatial type, the factor scores of measuring high values were different for all types. Type II, IV obtained higher rank of visual preference and type III, I obtained lower. For all types, the factors of visual preference were found to be 'mystery','changeability','coherence' and 'legibility'. The visual preference determinants of urban setting focused on outdoor spaces of urban office buildings may be the major factors which must be considered in planning and designing as the functional basis for the quantitative analysis.

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