• 제목/요약/키워드: SPATIAL SCALE

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장수 인구의 분포 패턴에 관한 탐색적 공간 데이터 분석과 수정 가능한 공간단위 문제(MAUP)의 Scale Effect에 관한 연구 (A Study on the Exploratory Spatial Data Analysis of the Distribution of Longevity Population and the Scale Effect of the Modifiable Areal Unit Problem(MAUP))

  • 최돈정;서용철
    • 한국지리정보학회지
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    • 제16권3호
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    • pp.40-53
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    • 2013
  • 장수인구의 공간적 분포 패턴과 지역적 장수요인을 파악하고자 하는 국내의 기존 연구들은 대부분 확증적(confirmatory) 접근 방식을 지향하고 있다. 또한 대다수의 연구자는 통계자료의 가용성에 의존하거나 임의적인 분석 공간 단위를 설정하고 있다. 이러한 연구 방식은 특히 장수 현상이 가지는 공간적인 특성을 충분히 반영하지 못하며 수정 가능한 공간 단위(MAUP) 문제에서도 자유롭지 못하다. 본 연구에서는 인구통계 자료를 이용한 탐색적 공간 데이터 분석(ESDA)을 통해 장수인구의 공간적 분포 패턴에 관한 공간적 자기상관의 발생여부를 파악 하고자 하였다. 이와 병행하여 상이한 분석 공간 단위 사이에서 발생할 수 있는 수정 가능한 공간단위문제(MAUP)에 대한 평가를 수행 하였다. 공간적 자기상관의 발생 여부 파악을 위해 시군구와 읍면동의 상이한 공간단위에 대한 장수 인덱스를 산출하여 전역적 공간적 자기상관 측도인 Moran'I 분석을 수행 하였다. 또한 Getis-Ord Gi*를 이용하여 공간적 Hot Spot 과 Cold Spot 을 파악하였다. 연구결과 시군구와 읍면동의 모든 공간단위에서 통계적으로 유의한 수준의 공간적 자기상관과 장수인구 군집 지역(Hot spot 과 Cold spot)이 존재 하는 것으로 나타났다. 또한 시군구와 읍면동의 상이한 공간 단위에서 산출된 전역적(Global) 공간적 자기상관 지수와 국지적(Local) 공간 클러스터의 값에 차이가 발생하였는데 이는 MAUP의 Scale Effect로 볼 수 있다. 본 연구의 결과는 고령화로 인해 필연적으로 증가하게 될 장수에 대한 연구 시 연구자는 현상이 포함하는 공간적 차원을 고려하여야 하며 MAUP으로 인해 심각한 정보의 오류를 범할 수 있다는 점을 시사한다.

GIS 및 지구통계학을 이용한 실시간 통합계측관리 프로그램 개발 (Development of Real Time Monitoring Program Using Geostatistics and GIS)

  • 한병원;박재성;이대형;이계춘;김성욱
    • 한국지반공학회:학술대회논문집
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    • 한국지반공학회 2006년도 춘계 학술발표회 논문집
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    • pp.1046-1053
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    • 2006
  • In the large scale recent reclaiming works performed within the wide spatial boundary, evaluation of long-term consolidation settlement and residual settlement of the whole construction area is sometimes made with the results of the limited ground investigation and measurement. Then the reliability of evaluation has limitations due to the spatial uncertainty. Additionally, in case of large scale deep excavation works such as urban subway construction, there are a lot of hazardous elements to threaten the safety of underground pipes or adjacent structures. Therefore it is necessary to introduce a damage prediction system of adjacent structures and others. For the more accurate analysis of monitoring information in the wide spatial boundary works and large scale urban deep excavations, it is necessary to perform statistical and spatial analysis considering the geographical spatial effect of ground and monitoring information in stead of using diagrammatization method based on a time-series data expression that is traditionally used. And also it is necessary that enormous ground information and measurement data, digital maps are accumulated in a database, and they are controlled in a integrating system. On the abovementioned point of view, we developed Geomonitor 2.0, an Internet based real time monitoring program with a new concept by adding GIS and geo-statistical analysis method to the existing real time integrated measurement system that is already developed and under useful use. The new program enables the spatial analysis and database of monitoring data and ground information, and helps the construction- related persons make a quick and accurate decision for the economical and safe construction.

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면적규모 및 공간해상도가 CA-Markov 기법에 의한 미래 토지이용 예측결과에 미치는 영향 (The Effect of Spatial Scale and Resolution in the Prediction of Future Land Use using CA-Markov Technique)

  • 김성준;이용준
    • 한국지리정보학회지
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    • 제10권2호
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    • pp.58-70
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    • 2007
  • 본 연구의 목적은 Landsat 시계열 영상으로 CA-Markov 기법에 의한 토지이용의 예측시 면적규모 및 공간해상도가 예측결과에 미치는 영향을 고려하여 미래의 토지이용 변화를 예측하는데 있다. 분석지역의 면적규모를 $31.26km^2$부터 $84.48km^2$까지 달리하면서 기법을 적용한 결과, 적용면적의 규모는 전체정확도에서 약 11% 차이를 보이면서 예측결과에 영향을 주었다. 공간해상도는 10m, 30m, 50m, 100m, 150m의 해상도에 대하여 비교한 결과, 30m의 공간해상도가 예측한 도심지의 총 면적과 도심지의 공간적인 분포 측면에서 가장 좋은 결과를 얻었다. 이와 같은 결과를 토대로, 1996년과 2001년의 토지피복도를 이용하여 CA-Markov기법으로 예측한 2004년의 토지피복결과와 2004년의 영상으로 최대우도법에 의한 토지피복결과를 비교하여 그 적용성을 평가한 후, 2030년, 2060년, 2090년에 대한 미래의 토지이용변화를 예측하였다. 현재를 기준으로 미래(2030, 2060, 2090)의 토지이용 면적변화는 도심지의 경우 지속적으로 증가하고, 산림의 경우는 크게 감소하는 일반적인 경향을 보이면서 예측되었다.

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전라남도.광주광역시 소규모요양시설의 동선분석연구 -공간깊이와 가시영역분석을 중심으로- (An Analytical Study on the Circulation of the Small-scale Elderly Care Facilities in JeollaNamdo and Gwangju -Focusing on the Analysis on Spatial Depth and Visible Area-)

  • 김정미;조주영;이효원
    • 의료ㆍ복지 건축 : 한국의료복지건축학회 논문집
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    • 제15권1호
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    • pp.23-32
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    • 2009
  • Among welfare facilities for the elderly, necessity for the elderly welfare with diverse advantages is rising in the Small-scale Elderly Care Facilities. The government is expecting great demand in the future. However, current the Facilities lack construction plans that consider characteristics of the elderly. Accordingly, 14 case facilities located in JeollaNamdo and Gwangju were selected to comprehensively analyze the circulation of seniors at care facilities by computing spatial depth and visible area variables. As a result of this study, average spatial depth of bathroom, resting room, physical therapy room and dining hall that seniors frequently get in contact with was found to be deep, but visible area appropriate for the function of space was not available. It showed that the circulation for the elderly was deep spatially and long physically, and the spatial rank along circulation which is perceived visually by the admitted the elderly was clear, thus, providing them abundant visual experience supported by high openness as they move from private space to public space. The obtained visibility, however, was observed not to be matched with the function of each space. Since the Small-scale Elderly Care Facilities require various spaces within small surface area, actual functions of each space must be taken into consideration with hierarchical space organization to obtain an environment that stimulates senses such as vision and hearing. In addition, since the circulation of seniors using facilities must consider aging characteristics and delicate care on spatial depth and physical distances, in-depth studies on planning of the circulation in care facilities are deemed necessary.

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공간통계모형을 이용한 소규모 도시 형태 변경에 따른 소음도 예측 (Road Traffic Noise Simulation for Small-scale Urban Form Alteration Using Spatial Statistical Model)

  • 류훈재;전범석;박인권;장서일
    • 한국소음진동공학회논문집
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    • 제25권4호
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    • pp.284-290
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    • 2015
  • Road traffic noise is closely related with urban forms and urban components, such as population, building, traffic and land-use, etc. Hence, it is possible to minimize the noise exposure problem depending on how to plan new town or urban planning alteration. This paper provides ways to apply for urban planning in consideration of noise exposure through road traffic noise estimation for alteration of small-scale urban form. Spatial autoregressive model from the former study is used as statistical model for noise simulation. The simulation results by the spatial statistical model are compared with those by the engineering program-based modeling for 5 scenarios of small-scale urban form alteration. The error from the limitation of containing informations inside the grid cell and the difficulties of reflecting acoustic phenomena exists. Nevertheless, in the stage of preliminary design, the use of the statistical models that have been estimated well could be useful in time and economically.

대규모 택지개발에 의한 도시확장이 도시 공간구조변화에 미치는 영향분석 - 대전광역시를 대상으로 - (A Study on the Influences of Urban Area Expansion by Developing a Large Scale Residential District on Changes of Urban Spatial Structure - In the Daejeon Metropolitan City -)

  • 정영환;강인호
    • 한국주거학회논문집
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    • 제17권5호
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    • pp.137-146
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    • 2006
  • This study was aimed to analyze the influences of urban expansion by developing a new large scale residential district on changes of whole urban spatial structure. For the analysis, time serial analysis was conducted on the Daejeon Metropolitan City by using the space syntax method. The results of the study are as follows ; First, an expansion of urban area led to lower both of the local and global integration levels, second, the spatial occupation ratio of upper 10% in the whole integration showed that old city center was separated, and moved to the Dunsan District, third, the results also showed that an integration of the old city center region maintained a high level in spite of a movement of city center and its local integration still had highest level so that the old city center will take one of the two city center roles together with Dunsan District.

GIS와 도로연결성을 이용한 대형할인점 상권의 공간적 범위 설정 방법 (Methodology of the Spatial Boundary Determination for Trade Area of Large-scale Discount Stores Using GIS and Road Connectivity)

  • 이용익;홍성언;박수홍
    • Spatial Information Research
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    • 제18권1호
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    • pp.11-17
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    • 2010
  • 본 연구에서는 상권분석의 정확도와 신뢰성 향상을 위해 대형할인점을 사례로 원형의 상권 범위 설정이 아닌 GIS와 도로의 연결성을 이용하여, 접근성이 고려된 현실성 있는 상권의 공간적인 범위를 결정할 수 있는 방법을 제시하고자 한다. 선행 연구에서 빈번하게 이용되는 원형의 상권은 접근을 방해하는 장애물이 있는 경우에도 상권의 공간적인 범위에 포함되는 문제가 있었지만 본 연구에서 제안한 방법을 적용하여본 결과, 장애물이 배제된 실질적인 접근성의 고려로 보다 현실적인 상권의 공간적인 범위 설정이 가능하였다.

EDMFEN: Edge detection-based multi-scale feature enhancement Network for low-light image enhancement

  • Canlin Li;Shun Song;Pengcheng Gao;Wei Huang;Lihua Bi
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제18권4호
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    • pp.980-997
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    • 2024
  • To improve the brightness of images and reveal hidden information in dark areas is the main objective of low-light image enhancement (LLIE). LLIE methods based on deep learning show good performance. However, there are some limitations to these methods, such as the complex network model requires highly configurable environments, and deficient enhancement of edge details leads to blurring of the target content. Single-scale feature extraction results in the insufficient recovery of the hidden content of the enhanced images. This paper proposed an edge detection-based multi-scale feature enhancement network for LLIE (EDMFEN). To reduce the loss of edge details in the enhanced images, an edge extraction module consisting of a Sobel operator is introduced to obtain edge information by computing gradients of images. In addition, a multi-scale feature enhancement module (MSFEM) consisting of multi-scale feature extraction block (MSFEB) and a spatial attention mechanism is proposed to thoroughly recover the hidden content of the enhanced images and obtain richer features. Since the fused features may contain some useless information, the MSFEB is introduced so as to obtain the image features with different perceptual fields. To use the multi-scale features more effectively, a spatial attention mechanism module is used to retain the key features and improve the model performance after fusing multi-scale features. Experimental results on two datasets and five baseline datasets show that EDMFEN has good performance when compared with the stateof-the-art LLIE methods.

지도 일반화 알고리듬의 임계값 설정에 따른 소축척 지도 제작의 효용성 연구 (A Study on the Effectiveness of Small-scale Maps Production Based on Tolerance Changes of Map Generalization Algorithm)

  • 김화경;류재학;허지용;신용태
    • 한국IT서비스학회지
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    • 제22권5호
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    • pp.71-86
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    • 2023
  • Recently, various geographic information systems have been used based on spatial information of geographic information systems. Accordingly, it is essential to produce a large-scale map as a small-scale map for various uses of spatial information. However, maps currently being produced have inconsistencies between data due to production timing and limitations in expression, and productivity efficiency is greatly reduced due to errors in products or overlapping processes. In order to improve this, various efforts are being made, such as publishing research and reports for automating domestic mapping, but because there is no specific result, it relies on editors to make maps. This is mainly done by hand, so the time required for mapping is excessive, and quality control for each producer is different. In order to solve these problems, technology that can be automatically produced through computer programs is needed. Research has been conducted to apply the rule base to geometric generalization. The algorithm tolerance setting applied to rule-based modeling is a factor that greatly affects the result, and the level of the result changes accordingly. In this paper, we tried to study the effectiveness of mapping according to tolerance setting. To this end, the utility was verified by comparing it with a manually produced map. In addition, the original data and reduction rate were analyzed by applying generalization algorithms and tolerance values. Although there are some differences by region, it was confirmed that the complexity decreased on average. Through this, it is expected to contribute to the use of spatial information-based services by improving tolerances suitable for small-scale mapping regulations in order to secure spatial information data that guarantees consistency and accuracy.

'열린경관'과 '가려진경관'의 이미지와 선호도 비교 - 패럴랙스(Parallax) 효과 유무를 중심으로 - (The Image and Preference Comparison between 'Opened Landscape' and 'Filtered Landscape' - Focused on With and Without Parallax Effect -)

  • 노재현
    • 한국조경학회지
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    • 제35권4호
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    • pp.105-118
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    • 2007
  • The purpose of this study is not only to compare between 'Opened Landscape' and 'Filtered Landscape' image and preference but also to suggests a guide line of planting design for progressive realization. For this, the image structures of photo-sketch simulation for parallax landscape have been investigated by Semantic Differential scale(S.D. scale) and the Factor analysis. The results could be summarized as follows. The results of S.D. scale values for landscape through parallax were greater than non-parallax landscape. The scenes through parallax were better preferred to direct view. Thus the results of photo-sketch simulation test support the expected hypothesis that the visual environment of complexity and variety is closely correlated with the parallax effect and monotonous or non-parallax environment, and parallax effect on close view more bigger than the distant view. Factors covering the spatial image of parallax landscape were found to be seven and Total values were 60.35 %. The most important factors determining the parallax effect were Factors I 'depth of space' and VI 'expectation of space and interest'. An outstanding view must be handled properly to be preserved or accentuated. In this sense, the parallax spatial beauty with tree could be improved through the visual aspects of plan arrangements and the progressive realization appeared to be one effective design technique for landscape planning and design.