• Title/Summary/Keyword: Urban Analysis

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Application of Urban Computing to Explore Living Environment Characteristics in Seoul : Integration of S-Dot Sensor and Urban Data

  • Daehwan Kim;Woomin Nam;Keon Chul Park
    • 인터넷정보학회논문지
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    • 제24권4호
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    • pp.65-76
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    • 2023
  • This paper identifies the aspects of living environment elements (PM2.5, PM10, Noise) throughout Seoul and the urban characteristics that affect them by utilizing the big data of the S-Dot sensors in Seoul, which has recently become a hot topic. In other words, it proposes a big data based urban computing research methodology and research direction to confirm the relationship between urban characteristics and living environments that directly affect citizens. The temporal range is from 2020 to 2021, which is the available range of time series data for S-Dot sensors, and the spatial range is throughout Seoul by 500mX500m GRID. First of all, as part of analyzing specific living environment patterns, simple trends through EDA are identified, and cluster analysis is conducted based on the trends. After that, in order to derive specific urban planning factors of each cluster, basic statistical analysis such as ANOVA, OLS and MNL analysis were conducted to confirm more specific characteristics. As a result of this study, cluster patterns of environment elements(PM2.5, PM10, Noise) and urban factors that affect them are identified, and there are areas with relatively high or low long-term living environment values compared to other regions. The results of this study are believed to be a reference for urban planning management measures for vulnerable areas of living environment, and it is expected to be an exploratory study that can provide directions to urban computing field, especially related to environmental data in the future.

NetMiner를 활용한 도시재생사업 참여주체의 시기별 소셜 네트워크 변화 특성 분석 : 순천시 원도심 도시재생선도지역을 중심으로 (Analysis of Social Network Change Characteristics of Participants in Urban Regeneration Project Using NetMiner : Focused on the Urban Regeneration Leading Area in Suncheon-City)

  • 김어진;구자훈
    • 한국IT서비스학회지
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    • 제19권1호
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    • pp.1-16
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    • 2020
  • Suncheon City Regeneration Project is known as the concept of cultural residents. Through the previous projects, the residents' capabilities have been improved, and the projects have been carried out according to their strategies. For this reason, participants in urban regeneration projects are important. The purpose of this study is to actually identify the 'rescue center' and 'direct relationship' with the analysis utilizing the characteristics of social networks NetMiner solution of the participants, who led the project, Suncheon. Surveys and interviews were conducted for participants, and the characteristics of social networks were analyzed in time series to quantify and visualize the results. As a result of the analysis, social networks were changed among the participants before and after the urban regeneration project. Initially, loose networks were denser over time, and initially networks formed only around participants were expanded over time. Network analysis has revealed that the system is strengthening with urban regeneration projects in the form of public and public-private cooperation. This highlights the need for a city-centered urban regeneration strategy centered on people and shows that a dense network of participants can be a success factor.

도시재생을 위한 부산시의 재생지역 분석에 관한 연구 (A Study on the Regional Regeneration Analysis for Urban Regeneration in Busan)

  • 김흥관;강기철
    • 한국지리정보학회지
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    • 제11권1호
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    • pp.167-177
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    • 2008
  • 도시재생은 쇠퇴한 도시지역을 물리 환경적, 경제적, 생활 문화적으로 개선하여 활력이 저하된 기능을 회복함과 동시에 경쟁력 있는 정주환경으로 재창조하는 과정이라 할 수 있다. 본 연구에서는 건축물DB를 구축하여 행정상 편의를 위해 분류한 최소구역인 행정동별로 노후도를 분석하여 객관적인 통계자료와 부산광역시의 도시정비현황과의 연계를 통한 도시재생을 위한 권역설정의 척도를 제시하고자 하였다. 또한 아직 법기준이 명시되지 않은 실정으로 현재의 도시및주거환경정비법과 도시재정비촉진을 위한특별법을 기준으로 다양한 정량적 분석을 통해 도시재생의 체계를 구축하고 기존의 법 제도의 문제점을 도출하여 향후 도시재생사업의 기초자료로 활용하는데 그 목적이 있다. 또한 건축물 노후도의 물리적인 낙후정도의 측정만이 아닌 동단위로 구축할 수 있는 인구, 사회, 복지, 사업체 등의 각 분야의 변수들간의 특징과 유형화과정을 요인분석을 통해 재생이 필요한 지역을 파악하였다.

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도시민 귀농결정요인에 대한 연구 (A Study on Determinants Factors of Urban-to-rural Migrants)

  • 최돈우;김동춘;이항아;임청룡
    • 농촌계획
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    • 제25권3호
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    • pp.29-36
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    • 2019
  • The purpose of this study was to analyze affecting factors to consider and make decision on the urban-to-rural migrants using survey data. In the consideration model of urban-to-rural migrants, it was found that the more interest in "urban-to-rural migrants concern" was, the higher probability to consider about urban-to-rural migrants. The lower the age and income level, the higher probability to consider about the urban-to-rural migrants. In the decision making model of urban-to-rural migrants, the more interest in "urban-to-rural migrants concern" was, the higher probability to decision making of urban-to-rural migrants. The higher of stable pension income and the lower of the expected living cost, the higher probability of decision on urban-to-rural migrants. The results of this analysis show that it is necessary to continuous education to increase "interests and information about rural areas", and A number of safeguards are needed to ensure stable income after urban-to-rural migrants to increase the population of the urban-to-rural migrants.

Defining the Patterns and Factors of Urban Crime in Korean Cities Based on the Analysis of Social Statistical Data

  • Chang, Dong-Kuk;Shim, Jae-Choon;Park, Joo-Hee
    • Architectural research
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    • 제14권2호
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    • pp.45-56
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    • 2012
  • The high rate of urban crime is a main issue that needs to be dealt with in this high-tech society. With the rapid increase of urban crime, research has mainly focused on topics either on a global or a local scale, such as cities or communities and houses or buildings, without reliable observational data. This study makes the best use of the nationwide surveys carried out by Korean government agencies for the analysis of urban crime patterns and factors in major Korean cities. The aims of this research are threefold: understanding the relationship between urban crime patterns and socio-economic differences in cities, determining the effect of residence types on the urban crime patterns; and uncovering potential influential factors of a crime victim's individual characteristics. The statistical methods used for the analysis of social statistical data are as follows: simple regression, logistic regression, one-way ANOVA and post-hoc test. This research found that the patterns of urban crime rate in cities have a certain tendency toward the cities' socio-economic and geographical differences. The residence type is an influential factor showing a close relation to the crime rate. Personal issues, such as the types of occupation, education, marriage, etc., are directly relevant to victims of crime.

도시와 농촌지역 초등과학 영재학생들의 정의적 특성 및 교육 요구분석 (An Analysis of the Affective Characteristics and the Demands on Education of Elementary Science gifted Students in Urban and Rural Areas)

  • 김명진;최선영
    • 한국초등과학교육학회지:초등과학교육
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    • 제35권2호
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    • pp.243-252
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    • 2016
  • The purpose of this study was to analyze affective characteristics and the demands of elementary science gifted students on gifted educations in urban and rural areas. The subjects were 196 science gifted students. The survey questionnaires were consisted of self-esteem, interests in science, scientific attitudes, and demands regarding gifted classes. The results of this study were as follows. First, self-esteem and interests in science, particularly interests toward science, toward science learning, toward science related careers, in urban gifted students were higher than those in rural areas. Whereas interests toward science activities and science anxiety of science gifted students in rural areas were significantly higher than those in urban area. Furthermore, scientific attitudes of science gifted students in urban area were higher than rural those in open-mindedness, critical-mindedness, voluntariness, creativity, whereas science gifted students in rural areas were higher than urban those in cooperation. Second, for the analysis on demands regarding class contents and methods, 'teaching content that challenges and exciting stimuli' of science gifted students in rural areas were significantly higher than those in urban area. Third, for the analysis on demands regarding educational environments, 'satisfaction with class materials provided by gifted classes' of gifted students in urban area were higher than those in rural area.

일본 도시민 대상 설문조사 자료를 이용한 도농교류 행태 및 의식에 관한 한일 인식차이 비교 (Difference in Behavior and Recognition about Urban Rural Exchange of Urban Residents between Korea and Japan)

  • 최정민
    • 한국농촌건축학회논문집
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    • 제15권2호
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    • pp.41-51
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    • 2013
  • In the midst of growing demand for rural life of urban dwellers, this study tried to investigate the difference in behavior and recognition about urban rural exchange between Korea and Japan. For this, this study utilized 2,000 total samples of the survey conducted by MLIT in Japan, because Japan has experienced a low birth rate and aging population earlier and actively promoting urban rural exchange program than South Korea. The result of the analysis is as follows. First, the needs for rural life of urban dwellers are similar both in Japan and South Korea. However, Japanese prioritize future efforts to current efforts. Second, urban dwellers' activities in rural areas were classified into three categories; field trips and hands-on activities, cruise and circulating activities, and leisure activities. Third, similarly three types of visit or intercourse of urban dwellers into rural areas were classified; repeatedly visit the same place as 'iterative type', visit a new place as 'new pioneer type', and not yet determined as 'undefined type'. Variables such as age of household, income, number of inmate, and number of children were analyzed linked to these three types of visit or intercourse in a Discriminant analysis. As a result, only 'age of household', however, turned out to be the crucial factor which influence decisively distinguishing characteristics of these three types of visit into rural areas.

신도시 개발에 따른 표면 열섬현상 변화분석 및 도시 형태와의 상관관계 (Analysis of the Surface Urban Heat Island Changes according to NewTowns Development and Correlation with Urban Morphology)

  • 이경일
    • 대한원격탐사학회지
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    • 제39권5_3호
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    • pp.921-932
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    • 2023
  • 도시 인구집중 및 도시확장에 의한 토지피복 변화는 도시 내 열섬현상과 같은 다양한 환경문제를 유발할 수 있다. 특히 계획적으로 구축되는 신도시의 경우 짧은 기간에 진행되는 급격한 도시화로 인한 도시 기후의 변화를 분석하기에 적절한 연구대상지로 여겨진다. 본 연구에서는 Landsat 위성영상을 활용하여 분당 및 판교 신도시를 대상으로 개발 전후 토지피복 변화와 이에 따른 표면 도시열섬(surface urban heat island, SUHI) 현상의 변화를 비교, 분석하였다. 또한 SUHI 강도에 영향을 끼칠 수 있는 도시구조적 특징들 간 상관분석을 수행하였다. 분석 결과, 신도시 개발이 진행됨에 따른 토지피복의 급격한 변화 및 이에 따른 SUHI 현상의 직접적인 심화를 확인하였다. 본 연구를 통해 각기 다른 도시계획에 의한 SUHI 현상의 차이를 확인하고 열 환경 개선을 위한 입체적인 도시계획의 필요성이 제시될 수 있다.

미래 도시성장 시나리오에 따른 수도권 기후변화 예측 변동성 분석 (Analysis of Climate Variability under Various Scenarios for Future Urban Growth in Seoul Metropolitan Area (SMA), Korea)

  • 김현수;정주희;김유근
    • 한국대기환경학회지
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    • 제28권3호
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    • pp.261-272
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    • 2012
  • In this study, climate variability was predicted by the Weather Research and Forecasting (WRF) model under two different scenarios (current trends scenario; SC1 and managed scenario; SC2) for future urban growth over the Seoul metropolitan area (SMA). We used the urban growth model, SLEUTH (Slope, Land-use, Excluded, Urban, Transportation, Hill-Shade) to predict the future urban growth in SMA. As a result, the difference of urban ratio between two scenarios was the maximum up to 2.2% during 50 years (2000~2050). Also, the results of SLEUTH like this were adjusted in the Weather Research and Forecasting (WRF) model to analysis the difference of the future climate for the future urbanization effect. By scenarios of urban growth, we knew that the significant differences of surface temperature with a maximum of about 4 K and PBL height with a maximum of about 200 m appeared locally in newly urbanized area. However, wind speeds are not sensitive for the future urban growth in SMA. These results show that we need to consider the future land-use changes or future urban extension in the study for the prediction of future climate changes.

도시패턴과 탄소배출량의 관계 분석 (An Analysis of Relationship between Carbon Emission and Urban Spatial Patterns)

  • 김인현;오규식;정승현
    • Spatial Information Research
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    • 제19권1호
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    • pp.61-72
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    • 2011
  • 전 지구적 기후변화인 지구온난화의 주원인으로 지목되고 있는 온실가스는 공간적으로 주로 도시에서 발생하고 있기 때문에 도시차원에서의 대책이 무엇보다 필요하다. 본 연구는 도시형태와 탄소발생량과의 관계를 분석하여 기후변화에 대응한 탄소배출저감형 도시의 형태를 제시하는 것을 궁극적인 목표로 삼고 있다. 이를 위해, 첫째로 도시형태에 대한 이론고찰을 수행하여 도시공간의 물리적 규모, 이용현황, 활동강도와 관련된 도시형태요소를 선정하였다. 둘째, 서울시를 사례로 전력, 도시가스, 지역난방, 석유, 상수도 사용량 자료를 이용하여 이산화탄소 배출량 지도를 작성하였다. 셋째, 이산화탄소 배출량과 도시형태요소와의 관계를 분석하여 도시공간에서 에너지 사용량에 영향을 주는 도시형태를 밝혀내고, 도시계획 측면에서의 시사점을 도출하였다. 본 연구에서 도시형태 요소와 이산화탄소 배출량간의 관계를 분석한 결과는 실제 에너지 사용량에 기반하여 이산화탄소 배출량을 산정하여 활용하였다는 점에서 기존 연구가 지닌 한계를 극복하고, 사례분석을 통해 구체적이고도 결과를 도출하였다는데 그 의의가 있다.