• Title/Summary/Keyword: Urban Image

Search Result 973, Processing Time 0.025 seconds

Classification of Urban Green Space Using Airborne LiDAR and RGB Ortho Imagery Based on Deep Learning (항공 LiDAR 및 RGB 정사 영상을 이용한 딥러닝 기반의 도시녹지 분류)

  • SON, Bokyung;LEE, Yeonsu;IM, Jungho
    • Journal of the Korean Association of Geographic Information Studies
    • /
    • v.24 no.3
    • /
    • pp.83-98
    • /
    • 2021
  • Urban green space is an important component for enhancing urban ecosystem health. Thus, identifying the spatial structure of urban green space is required to manage a healthy urban ecosystem. The Ministry of Environment has provided the level 3 land cover map(the highest (1m) spatial resolution map) with a total of 41 classes since 2010. However, specific urban green information such as street trees was identified just as grassland or even not classified them as a vegetated area in the map. Therefore, this study classified detailed urban green information(i.e., tree, shrub, and grass), not included in the existing level 3 land cover map, using two types of high-resolution(<1m) remote sensing data(i.e., airborne LiDAR and RGB ortho imagery) in Suwon, South Korea. U-Net, one of image segmentation deep learning approaches, was adopted to classify detailed urban green space. A total of three classification models(i.e., LRGB10, LRGB5, and RGB5) were proposed depending on the target number of classes and the types of input data. The average overall accuracies for test sites were 83.40% (LRGB10), 89.44%(LRGB5), and 74.76%(RGB5). Among three models, LRGB5, which uses both airborne LiDAR and RGB ortho imagery with 5 target classes(i.e., tree, shrub, grass, building, and the others), resulted in the best performance. The area ratio of total urban green space(based on trees, shrub, and grass information) for the entire Suwon was 45.61%(LRGB10), 43.47%(LRGB5), and 44.22%(RGB5). All models were able to provide additional 13.40% of urban tree information on average when compared to the existing level 3 land cover map. Moreover, these urban green classification results are expected to be utilized in various urban green studies or decision making processes, as it provides detailed information on urban green space.

An Analysis of the Comparison between the Image of the Landmarks in Daejeon (대전시 상징물과 도시 이미지에 대한 비교 분석)

  • Byeon, Jae-Sang;Kim, Dae-Soo;Lee, Jung-Soo
    • Journal of the Korean Institute of Landscape Architecture
    • /
    • v.38 no.2
    • /
    • pp.53-63
    • /
    • 2010
  • It constitutes a very important preliminary step to analyze how city image is assessed in order to determine the direction towards a desirable city image in planning on an urban landscape for future city image. This study aims to quantify the recognition and evaluation of a city image on the part of citizens, using multidimensional scaling and correspondence analysis. Furthermore, this study hopes to contribute to the quantified policy-making for improving city image by understanding how professionals and civil servants in the related field tend to recognize such image. The results from the study are as follow: 1. The image of Daejon City tends to be assessed strongly in the light of its history, dynamics, and size. While the City is recognized as new and changing in general, the civil servants consider the city as modest, and the professionals as mediocre. Therefore, the City should strive to conceive its own unique identity, which would lessen the current image of modest and mediocre. 2. Gap river, Dunsan New Town, and the Daeduk Reseach Complex turn out to be the symbolic representative venues of Daejon City, inspiring the city’s image. In contrast, Yoosung Springs, the original town, and the Expo Park do not fit the image of the City. The need to renovate these places presents itself. 3. As for the questions using “like” and “not-like”, citizens and professionals show the tendency of not liking the city’s image, whereas civil servants like it. It follows that the City needs to highlight its “modern and high-technological” image, illuminated by Dunsan New Town and Daeduk Reseach Complex. 4. An image positioning drawn from a correspondence analysis shows that the City of Daejeon can be classified as an administrative and horizontal city. As opposed to the prior simplistic analyses of city image, this study attempts to diagnose it accurately, so as to help with the gearing towards city images in the future.

Specialist Groups' Perceptions and Assessments on Urban Development Impacts of the EXPO 2012 Yeosu Korea (2012여수세계박람회의 도시발전효과에 대한 전문가 집단의 인식과 평가)

  • Lee, Jeong-Rock;Kim, Young-Khee;Lee, Min-Seok;Jang, Mun-Hyun
    • Journal of the Korean association of regional geographers
    • /
    • v.22 no.2
    • /
    • pp.411-423
    • /
    • 2016
  • The purpose of this study is to analyze the specialist groups' perception and assessment on the urban development impacts by the EXPO 2012 Yeosu Korea, hosted from May 15 to August 15, 2012. In general, the specialist group positively evaluate about the urban development impacts of the 2012 Yeosu EXPO. They assess considerably positively, in particular on the enhancement of accessibility toward the capital region from Yeosu city, the vitalization of the local economy, the improvement of the city image, the invigoration of tourism resulted from the expansion of tourists accommodation facilities. In addition, they appraise that the urban development of Yeosu city would be advanced about 9.5 years in the wider transportation network and about 9.4 years the improvement of urban residential environment through hosting of the EXPO. They agree with that the image of Yeosu city as a site of marine tourism was significantly improved after the EXPO.

  • PDF

Identifying Urban Spatial Structure through GIS and Remote Sensing Data -The Case of Daegu Metropolitan Area- (지리정보시스템과 원격탐사자료를 이용한 도시공간구조의 파악 -대구광역권 사례연구-)

  • Kim, Jae-Ik;Kwon, Jin-Hwi
    • Journal of the Korean Association of Geographic Information Studies
    • /
    • v.12 no.2
    • /
    • pp.44-51
    • /
    • 2009
  • The main purpose of this study is to identify urban spatial structure by applying geographic information system and remote sensing data. This study identifies the urban spatial structure of non-megalopolis by analyzing the spatial distribution of population and employment in the case of Daegu metropolitan area. For this purpose, multi-temporal satellite image data (Landsat TM; 1995, 2000 and 2005) were utilized through the geographic information system. The distance-decay estimations in terms of population and employment density show that Daegu region as a whole shows monocentric urban characteristics. However, some evidences of polycentricism such as low explanation power of monocentric urban model, rises in multiple employment centers, decentralization of employment are emerging.

  • PDF

Activation of Harbor City Renovation Projects based on Residents Participation: Case Study of Busan North Harbor Redevelopment Project (주민참여를 통한 항만형 도시재생사업의 활성화 방안 - 부산 북항재개발사업을 중심으로 -)

  • Ryu, Dong-Gil;Park, Won-Seok
    • Journal of the Economic Geographical Society of Korea
    • /
    • v.13 no.3
    • /
    • pp.381-397
    • /
    • 2010
  • The purpose of this paper is to examine the activation of harbor city renovation projects through analyzing the measures of residents participation and urban marketing, based on case study of Busan North Harbor Redevelopment Project. The main results of this study are as follows. Firstly, according to questionnaire survey, public opinion surveys, citizen advisory committees are more effective as the methods collecting residents' opinion. Especially, residents' opinion is most important on the stage of deciding final alternative. Secondly, according to questionnaire survey about urban marketing, respondents prefer local government as a main agent of urban marketing. They prefer improving urban infrastructures as a main issue of urban marketing. They also prefer enhancing positive image of havor city and promoting the city for foreign tourists, as effective measures of urban marketing. As a result, activation of harbor city renovation projects will be activated through the residents participation and urban marketing, because those may stimulate creative and distinctive development ideas.

  • PDF

A Study on the Analysis and Application of the Satellite Data for Study of Urban and Region (도시 및 지역연구를 위한 인공위성 Data의 분석 및 그 활용방안에 관한 연구)

  • 안철호;윤정섭;안기원
    • Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
    • /
    • v.3 no.1
    • /
    • pp.1-13
    • /
    • 1985
  • This study is about the analysis and application of the Satellite(in particular, LANDSAT) Data for the study of urban and region. Land cover maps and change of each classes for a period of years of Seoul, Daejeon, and Incheon cities were extracted by use of LANDSAT MSS Data and MSS Image Analysis System. From the results of this study, it was proved that Satellite data could be used on the study of urban and region to obtain fully fruitful results.

  • PDF

Remote sensing images and interpretation for 'Reverse Difference' phenomenon of the marine sediments At the CaMau tongue (extreme South Vietnam - Mekong Basin)

  • Cuong, Nguyen Tien;Kwon, Seung-Joon;Kim, Yong-Il
    • Proceedings of the KSRS Conference
    • /
    • 2003.11a
    • /
    • pp.682-686
    • /
    • 2003
  • This paper is concerned with 'reverse difference' of marine sediments at the Camau tongue in the extreme south of Vietnam. We demonstrate the importance of remote sensing in geomorphology and marine geological application, using only visual evaluation and some data-processing techniques. In this paper, about 10,000 km$^2$ of the territorial water in the extreme south of Vietnam is being studied. We show that form and behavior of Mekong and its branch can be determined by visually interpreting remote sensing images and using ERDAS IMAGE 8.5 software. Besides, the 'reverse difference' phenomenon is explained by flows of Mekong river and its branches.

  • PDF

A Study on the Exterior Remodeling for Using Commercial Facility of Housing in City (상업시설로 용도변경 된 도심지 단독주택의 외부 리모델링에 관한 연구-서울특별시 강남구 압구정동과 청담동을 중심으로-)

  • 여준기;홍성우;최무혁
    • Journal of the Korean housing association
    • /
    • v.13 no.6
    • /
    • pp.31-39
    • /
    • 2002
  • The purpose of this study is to examine the exterior remodeling examples of urban houses which have been changed to be mixed-use buildings with commercial use, and to guide the future exterior remodeling. Some of the research results are as follows: 1) Exterior remodeling of commercialized urban detached houses is focused on two-dimensional changes of exterior surface, rather than on three-dimensional changes of mass or shape. 2) Unlike commercial buildings generally relying on signboards to express their commercial nature, the exterior-renovated houses with commercial uses mainly rely on the image of whole building shape based on exterior materials and colors. 3) Installations of free-standing walls and double skins are preferred as exterior remodeling techniques, due to the structural limitation of exterior walls.

Estraction Method of Damaged Area by Bursaphelenchus Xylophilus using Satellite Image and GIS (위성영상과 GIS를 이용한 소나무재선충 피해지역 추출 기법)

  • Jo, Myung-Hee;Kim, Joon-Bum;Oh, Jeong-Soo;Park, Sung-Joong;Kwon, San
    • Proceedings of the KSRS Conference
    • /
    • 2001.03a
    • /
    • pp.62-69
    • /
    • 2001
  • 본 연구에서는 해상도가 상이한 시기별 위성영상과 GIS를 이용하여 경남 통영시 한산면 추봉도 지역의 소나무재선충(Bursaphelenchus Xylophilus) 피해지역을 탐지하고 다양한 영상처리를 통하여 이를 효율적으로 추출 할 수 있는 기법을 선정하였다. 연구결과 피해지역의 공간적 범위를 추출하기 위해서는 감독분류의 MHC(Mahalanobis Distance Classification)가 유용하였고 벌채 후의 토지피복 분류로 인한 피해지역 추출을 위해서는 MLC(Maximum Likelihood Classification)가 최적한 기법으로 나타났다. 아울러 이에 관련된 GIS를 구축하여 공간정보를 추출함으로써 피해지역의 공간적 분포특성을 규명하였는데 고도 약 120-160m, 경사 21$^{\circ}$-40$^{\circ}$ 그리고 서쪽 방향 사면에서 소나무재선충이 가장 활발하게 활동하였음이 밝혀졌다.

  • PDF

Assessing Middle-income Residents' Attitudes about Their Urban High-rise Condominium in Contemporary American Society

  • Kim, Wonpil
    • Architectural research
    • /
    • v.2 no.1
    • /
    • pp.27-34
    • /
    • 2000
  • Most research on high-rise housing has focused on low-income residences, and usually the psychological and social well-being of women and children. The validity of such findings are questionable for other populations since high-rise living has served other groups and their various needs in particular settings. Lack of knowledge and understanding about high-rises has represented an obstacle to the accurate representation of American urban reality in residential environments. The review of literature and factor analysis identified Important environmental factors. The survey was conducted in the selected downtown high-rise communities of major U.S. cities. Analyses revealed that there were unique characteristics of residents who prefer to live in this type of housing. It was also found that living in middle-income urban high-rise condominiums does not contribute significantly to the problems associated with high-rise living itself. Even though there were some deficiencies of social interaction and activities among residents, the middle-income condominiums were serving particular residents as maintenance-free and safe place imprinted by a positive image of sweet memories or sometimes by a window view presiding over downtown skyline.

  • PDF