• Title/Summary/Keyword: GIS공간분석기법

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A Study on the Trade Area Analysis Model based on GIS - A Case of Huff probability model - (GIS 기반의 상권분석 모형 연구 - Huff 확률모형을 중심으로 -)

  • Son, Young-Gi;An, Sang-Hyun;Shin, Young-Chul
    • Journal of the Korean Association of Geographic Information Studies
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    • v.10 no.2
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    • pp.164-171
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    • 2007
  • This research used GIS spatial analysis model and Huff probability model and achieved trade area analysis of area center. we constructed basic maps that were surveyed according to types of business, number of households etc. using a land registration map of LMIS(Land Management Information System) in Bokdae-dong, Cheongju-si. Kernel density function and NNI(Nearest Neighbor Index) was used to estimate store distribution center area in neighborhood life zones. The center point of area and scale were estimated by means of the center area. Huff probability model was used in abstracting trade areas according to estimated center areas, those was drew map. Therefore, this study describes method that can apply in Huff probability model through kernel density function and NNI of GIS spatial analysis techniques. A trade area was abstracted more exactly by taking advantage of this method, which will can aid merchant for the foundation of small sized enterprises.

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The Landslide Probability Analysis using Logistic Regression Analysis and Artificial Neural Network Methods in Jeju (로지스틱회귀분석기법과 인공신경망기법을 이용한 제주지역 산사태가능성분석)

  • Quan, He Chun;Lee, Byung-Gul;Lee, Chang-Sun;Ko, Jung-Woo
    • Journal of Korean Society for Geospatial Information Science
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    • v.19 no.3
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    • pp.33-40
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    • 2011
  • This paper presents the prediction and evaluation of landslide using LRA(logistic regression analysis) and ANN (Artificial Neural Network) methods. In order to assess the landslide, we selected Sarabong, Byeoldobong area and Mt. Song-ak in Jeju Island. Five factors which affect the landslide were selected as: slope angle, elevation, porosity, dry density, permeability. So as to predict and evaluate the landslide, firstly the weight value of each factor was analyzed by LRA(logistic regression analysis) and ANN(Artificial Neural Network) methods. Then we got two prediction maps using AcrView software through GIS(Geographic Information System) method. The comparative analysis reveals that the slope angle and porosity play important roles in landslide. Prediction map generated by LRA method is more accurate than ANN method in Jeju. From the prediction map, we found that the most dangerous area is distributed around the road and path.

Detection and Analysis of Post-typhoon Three-dimensional Changes in Haeundae Beach Topography using RS and GIS Technology (RS.GIS 기법을 활용한 태풍 전후 해운대 해빈지형의 3차원 입체변화 탐지 및 분석)

  • Hong Hyun-Jung;Choi Chul-Uong;Yang Ji-Yeon;Kim Yeon-Soo
    • Proceedings of the KSRS Conference
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    • 2006.03a
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    • pp.365-368
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    • 2006
  • 국내 해빈지대의 경우, 인위적 개발과 기상학적 현상, 특히 태풍의 영향으로 다량의 모래가 유실되고 있다. 해안침식 종합대책 수립 및 사업실행에 있어 해안지형에 관한 정확한 자료 구축은 필히 요구된다. 그러나 현재까지, 연안에 관한 정확한 측량작업이 실행되지 않은 채, 모래 유실에 대한 문제 제기나 일시적 대책 마련에 급급하고 있다. 그러므로 본 연구에서는 연구지역을 해운대 해빈지역으로 선정하고, GPS 측량기법을 이용하여 해안지대의 정확한 공간자료를 구축하였으며, 태풍으로 인한 3차원 지형변화를 정밀하게 분석하였다. 연구결과, 태풍의 영향으로 호안벽 근처 해빈고도는 증가하였으나, 강풍과 북북동의 정온입사파로 $2320m^3$ 가량 해빈이 침식하였다. 특히 동측 해빈지대에서 침식현상이 뚜렷하게 발생하였다. RS, GPS, GIS 기법을 기반으로 해안지대의 정확한 공간DB 구축과 지형변화에 관한 정량적정성적 분석 작업은 국내 해안침식에 관한 체계적이며 효과적인 대책을 수립하는데 도움을 줄 수 있을 것으로 사료된다.

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A study on the application of LSMS object-oriented classification based on GIS (GIS 기반 LSMS 객체지향 분류 적용 연구)

  • Han Yong Lee;Jong Woo Jung;Hye Won Jeong;Chung Dea Lee
    • Proceedings of the Korea Water Resources Association Conference
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    • 2023.05a
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    • pp.408-408
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    • 2023
  • 하천공간은 하도, 사주, 식생, 하천구조물 등에 대한 특성을 지니고 있으며, 현장조사를 통해 하천공간에 대한 자료를 분석하여 기초자료를 생산한다. 기존에는 현장에서 육안조사나 지상에서 사진촬영, 스케치방법으로 하천공간특성에 대한 조사를 수행하였으나, 지상에서 조사한 자료은 하천특성에 대한 물리적·공간적 특성을 파악하기 어렵고 자료의 활용성이 낮은 한계점이 존재한다. 이와 같은 한계를 극복하기 위해 GIS 및 RS 기술을 활용한 고도화된 첨단조사 기술 및 장비가 도입되어 활용되고 있다. 본 연구에서는 하천공간특성을 GIS 기반으로 객체지향 분류 적용 연구와 분류 항목에 따른 공간분석 연구를 수행하였다. 연구를 위한 대상지역은 섬진강권역의 지석천 유역 하류부에 위치하고 있는 지석천 친수공원을 대상으로 선정하였다. 대상지역의 고해상도 항공영상을 수집 및 정합한 후 QGIS에서 제공하는 Orfeo ToolBox(OTB)의 LSMS(Large Scale Mean-Shift) 기법으로 정합한 항공영상의 객체지향 영상분할을 실시하여 벡터 레이어를 생성하였고, 하천공간특성에 따른 항목을 선정하여 각 항목의 영역에 대한 선별을 통해 훈련데이터를 생성하였다. 훈련데이터는 랜덤 포레스트를 이용하여 각 항목에 대한 자동 분류를 확인하였으며, 하천공간특성의 정량적 평가를 위해 분류된 각 항목별 공간분석을 통해 면적, 위치정보(위도, 경도, 표고)를 산정하였다. 분석 결과, 하천공간특성을 GIS 기반의 벡터 레이어와 각 항목에 대한 정량적 분석을 통해 하천공간의 DB를 구축하였다. 이와 같이 하천공간 DB 구축을 통해 전국 하천관리체계를 위한 기초자료를 구축하고자 하였다.

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A study on Spatial Distribution Pattern of Urbanized Area using GIS Analysis: Focused on Urban Growth of Seoul Metropolitan Area (GIS분석기법을 이용한 도시화 지역의 공간적 분포패턴에 관한 연구: 수도권의 도시성장을 중심으로)

  • Jeong, Jae-Joon;Roh, Young-Hee
    • Journal of the Economic Geographical Society of Korea
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    • v.10 no.3
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    • pp.319-331
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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 1960. But it is ambiguous whether urban distribution is clustered or dispersed. That is to say, it is difficult to understand spatial distribution pattern of urbanized area, although urbanized area has grown gradually. This study aims to show the way in which expansions of urbanized area impact on spatial distribution pattern of urbanized area. We use GIS analysis based on raster dataset, quadrat analysis, and nearest neighbor analysis to know distribution pattern of urbanized area in time-series urban growth. Experiments show that cohesion of SMA's urbanized area had increased to the early 1980s, but has decreased from the middle 1980s. Also, urban growth of SMA has been characterized not by spillover growth but by leapfrogging growth and road-influenced growth since the middle 1980s.

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Facility Management Techniques Using AHP Model (의사결정모델을 이용한 시설물관리시스템)

  • Kang, In-Joon;Choi, Hyun;Lee, Jun-Seok
    • Journal of Korean Society for Geospatial Information Science
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    • v.10 no.2 s.20
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    • pp.19-27
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    • 2002
  • The goal of this research is to develop the method of facility management which is used to manage the facility efficiently by using existing analyses of a system and a operation, and establish the method of a facility administration by applying AHP(Analytic Hierarchy Process) model. Because the standard of a accuracy in spacial analysis and calculation is a unclear, the exact analysis of a geographic data for a decision-making needs statistical analysis and administrator-centered type of system didn't satisfy the desire of users. There must be the existing general statistics module, integrated internet GIS and the composition of interface in order to structure a spacial statistics analysis methods that satisfy the matters desired in internet GIS into the spacial analysis function. This paper presents the need of internet GIS and AHP Model in supporting and managing function of all facilities in campus and introduce the possibility of applying.

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A Spatial Multicriteria Analysis Approach to Urban Quality of Life Assessment (공간적 다기준평가 기법을 이용한 도시의 삶의 질 분석)

  • Jun, Byong-Woon
    • Journal of the Korean Association of Geographic Information Studies
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    • v.11 no.4
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    • pp.122-138
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    • 2008
  • A pixel-based approach to urban quality of life assessment can be regarded as a spatial decision problem under the condition of complexity because it searches the urban space for evidence of hot spots of quality of life based on multiple and differentially weighted evaluation criteria. Such an assessment involves inappropriate scaling of several incommensurate criteria, much unstructured subjectivity in the decision maker's judgment, and the large data handling in a raster GIS environment. There is a need for identifying alternative approaches to tackle the ill-structured problem in urban quality of life assessment. In this context, this research proposes and implements a spatial multicriteria analysis approach to evaluate urban quality of life in a raster GIS environment. The implementation of this methodology is illustrated with a case study of the Atlanta metropolitan area. Results indicate that the proposed methodology may provide an alternative approach for evaluating the quality of life in an urban environment.

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Application Method of Satellite Image and GIS for Suitability of Black Locust Forest as Honey Plant Area (아까시나무 밀원식물단지 적지 선정을 위한 위성영상과 GIS의 응용기법)

  • Jo, Myung-Hee;Kim, Joon-Bum;Jo, Yun-Won;Baek, Seong-Ryul
    • Journal of the Korean Association of Geographic Information Studies
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    • v.4 no.2
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    • pp.27-37
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    • 2001
  • Using satellite image and GIS, spatial distribution characteristics of black locust forest as honey plant area was identified and analyzed. Upon the result, the most suitable area for black locust forest was selected through the integration analysis of transparent overlay. The variables used for spatial analysis such as topography(elevation, aspect, slope), soil, drainage, distance from urban area, land use, meteorological elements were considered. Based on the suitability analysis, it was clarified that the integration of linear and factor combination technique is greatly efficient method for the most suitable area. In addition, Gokung, Imgo, Chungtong, Hwanam area were shown to be suitable in Young-chun Area. As the result of suitability analysis for honey plant area of black locust in Young-chun using satellite image and GIS, the present portion of potential distribution area was produced about 42.53%. The portion of most suitable area for honey plant area of black locust was about 26.77%. Finally, the total area for honey plant area of black locust in Young-chun came up to $15.79km^2$. Additionally, satellite image and GIS were expected to be significant tools for suitability analysis of honey plant complex area.

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Land Value Analysis Using GIS in Haeundae Gu of Busan (GIS를 이용한 해운대구 토지가치 분석)

  • Choi, Chul-Uong;Son, Jung-Woo;Lee, Chang-Hun
    • Journal of Korean Society for Geospatial Information Science
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    • v.17 no.2
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    • pp.3-9
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    • 2009
  • These days, the value of the limited land rises in the city according to the increase of the population and the industrial development. And various studies on estimating the land price have been accomplished for the purpose of using the land efficiently. As a result, the officially assessed land price system was arranged. However the system is insufficient to reflect realities. Therefore, in this study, we examined the spatial distribution of the land price by joining spatially the officially assessed land price of Haeundae-gu, Busan from 2004 to 2008 to the map of lot number. We also computed and compared the change rate of the land price for 5 years. And we analyzed the relation between factors including the distance from the subway station, the land use and the land category which have an effect on the officially assessed land price and it using GIS technology.

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ETRI신기술-공간 데이터 처리 기술

  • Electronics and Telecommunications Research Institute
    • Electronics and Telecommunications Trends
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    • v.14 no.2 s.56
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    • pp.129-130
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    • 1999
  • 지상정밀자료 분석을 위한 지능형 위성영상처리기법 개발의 기술이전 내용은 공간 데이터 처리를 위한 영상처리 및 GIS 기술과 관련하여 개발한 기술 중 비행 시뮬레이션, 영상 전처리, 지도좌표체계 변환 그리고 GIS 분석기술 등이다. 또한 항공사진, 위성영상, 지도, 정보 보고서, 지형정보, DB 분석 등 각종 자료를 융합하여 시설물, 목표물에 대한 현황 분석, 변화 탐지, 시설물 시뮬레이션 등의 기능을 수행 할 수 있는 종합 정밀 정보 분석 기술을 관심 있는 기업에 기술이전할 예정이다.

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