• 제목/요약/키워드: Environmental GIS

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GIS기반 의사결정지원시스템을 이용한 부산 대기질 측정망의 최적화 (Optimization of Air Quality Monitoring Networks in Busan Using a GIS-based Decision Support System)

  • 유은철;박옥현
    • 한국대기환경학회지
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    • 제23권5호
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    • pp.526-538
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    • 2007
  • Since air quality monitoring data sets are important base for developing of air quality management strategies including policy making and policy performance assessment, the environmental protection authorities need to organize and operate monitoring network properly. Air quality monitoring network of Busan, consisting of 18 stations, was allocated under unscientific and irrational principles. Thus the current state of air quality monitoring networks was reassessed the effect and appropriateness of monitoring objectives such as population protection and sources surveillance. In the process of the reassessment, a GIS-based decision support system was constructed and used to simulate air quality over complex terrain and to conduct optimization analysis for air quality monitoring network with multi-objective. The maximization of protection capability for population appears to be the most effective and principal objective among various objectives. The relocation of current monitoring stations through optimization analysis of multi-objective appears to be better than the network building for maximization of population protection capability. The decision support system developed in this study on the basis of GIS-based database appear to be useful for the environmental protection authorities to plan and manage air quality monitoring network over complex terrain.

Comparison between the Application Results of NNM and a GIS-based Decision Support System for Prediction of Ground Level SO2 Concentration in a Coastal Area

  • Park, Ok-Hyun;Seok, Min-Gwang;Sin, Ji-Young
    • Environmental Engineering Research
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    • 제14권2호
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    • pp.111-119
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    • 2009
  • A prototype GIS-based decision support system (DSS) was developed by using a database management system (DBMS), a model management system (MMS), a knowledge-based system (KBS), a graphical user interface (GUI), and a geographical information system (GIS). The method of selecting a dispersion model or a modeling scheme, originally devised by Park and Seok, was developed using our GIS-based DSS. The performances of candidate models or modeling schemes were evaluated by using a single index(statistical score) derived by applying fuzzy inference to statistical measures between the measured and predicted concentrations. The fumigation dispersion model performed better than the models such as industrial source complex short term model(ISCST) and atmospheric dispersion model system(ADMS) for the prediction of the ground level $SO_2$ (1 hr) concentration in a coastal area. However, its coincidence level between actual and calculated values was poor. The neural network models were found to improve the accuracy of predicted ground level $SO_2$ concentration significantly, compared to the fumigation models. The GIS-based DSS may serve as a useful tool for selecting the best prediction model, even for complex terrains.

Development of Environmental Management System using Marine Geographic Information System

  • OH Hyun Taik;CHOI Woo-Jeong;PARK Sung-Eun;JUNG Rae-Hong;PARK Jong-Soo
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 2004년도 Proceedings of ISRS 2004
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    • pp.562-563
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    • 2004
  • Environmental management system has been constructed using by marine GIS, which is applied latest scientific algorithm, and fisheries related data for the citizens of the Jinhae Bay and executive officers. Through this system, we will get more easily marine environmental data, and production features of aquaculture farming areas.

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지질 피해예상 및 절취 난이도분석을 위한 GIS응용 연구 (Analysis of Geological Risk and Excavation Index using GIS Techinque)

  • 김윤종;김원영;유이현;이사로;민경덕
    • 지질공학
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    • 제4권1호
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    • pp.43-55
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    • 1994
  • GIS를 이용하여 청주지역을 대상으로 다양한 지질공학 분석들이 통일된 종합 시스템내에서 실시되었다.지질재해,특히 산사태의 재해(hazard)발생과 피해(risk) 예상분석, 개발지역에 대한 토공량 자동분석과 절취 난이도분석 모델 개발 등 종합적인 지질공학 분석들이 당연구 그룹에 구현된 환경지질정보시스템내에서 아주 경제적으로 처리되었다. 실제로 지반 처리를 위한 지질공학연구는 많은 실내 실험자료들을 필요로 한다.그러나 GIS는 기본적인 지질공학 자료들로 부터 다양한 GIS지도모형연구를 통하여 복잡한 분석단계들을 점차 단순화 시킴은 물론,우리가 지금까지 생각해온 지질공학 기술들을 변화시키고,자료들은 조직화하는 능력이 있다.본 연구를 통하여 하나의 통일된 시스템하에서 분석된 GIS의 다양한 지질공학 연구들은 이러한 기본 생각들을 실제로 증명하는 계기가 됨은 물론 지질공학분야에 있어서 GIS의 활용도를 높일 것이다.산사태 분석 모델은 당연구그룹에서 1992년에 개발한 기존 모델을 연구 지역의 특성을 고려하여 재구성 시켰으며, 첨단 산업기지 예정지에서의 절취 난이도 분석모델은 실제 토목공사에 직접 활용될 수 있음은 물론 현재 당연구그룹에서 개발 진행중인 지질공학 분석용 GIS전문가 시스템의 일부이다.

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GIS를 이용한 대기오염정보시스템 개발에 관한 연구 (A Study on Developing Environmental Information Systems for Presenting Air Pollution Emission Data Using GIS)

  • 이봉규
    • 한국공간정보시스템학회 논문지
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    • 제1권1호
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    • pp.39-48
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    • 1999
  • 본 논문은 GIS를 이용하여 대기오염도 정보를 전달하는 환경정보시스템을 연구하는 것을 목적으로 한다. 본 연구에서는 ArcView 3.1과 수치지도를 이용하여 환경정보시스템을 개발하였다. 본 논문은 4장으로 구성되어 있는데, 서론에 이어 제2장에서는 대기오염정보 전달시스템의 현황을 서울시를 중심으로 살펴본다. 제3장에서는 본 연구를 통해 구현된 인터페이스와 시스템을 설명하고, 마지막 장에서는 요약으로 결론을 맺기로 한다.

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인공신경망기법과 GIS를 이용한 제주도 산사태 취약성분석 (Landslide Susceptibility Analysis in Jeju Using Artificial Neural Network(ANN) and GIS)

  • 권혁춘;이병걸;조은일
    • 한국환경과학회지
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    • 제17권6호
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    • pp.679-687
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    • 2008
  • In this study, we implemented landslide distribution of Jeju Island using ANN and GIS, respectively. To do this, we first get the counter line from 1:2,5000 digital map and use this counter line to make the DEM. for the evaluate the land slide susceptibility. Next, we abstracted slop map and aspect map from the DEM and get the land use map using ISODATA classification method from Landsat 7 images. In the computation processes of landslide analysis, we make the class to the soil map, tree diameter map, Isohyet map, geological map and so on. Finally, we applied the ANN method to the landslide one and calculated its weighted values. GIS results can be calculated by using Acrview program and produced Jeju landslide susceptibility map by usign Weighted Overlay method. Based on our results, we found the relatively weak points of landslide ware concentrated to the top of Halla mountains.

環境因子의 空間分析을 통한 南韓지역의 山林植生帶 구분/지리정보시스템(GIS)에 의한 접근 (Classification of Forest Vegetation Zone over Southern Part of Korean Peninsula Using Geographic Information Systems)

  • Lee, Kyu-Sung;Byong-Chun Lee;Joon Hwan Shin
    • The Korean Journal of Ecology
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    • 제19권5호
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    • pp.465-476
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    • 1996
  • There are several environmental variables that may be influential to the spatial distribution of forest vegetation. To create a map of forest vegetation zone over southern part of Korean Peninsula, digital map layers were produced for each of environmental variables that include topography, geographic locations, and climate. In addition, an extensive set of field survey data was collected at relatively undisturbed forests and they were introduced into the GIS database with exact coordinates of survey sites. Preliminary statistical analysis on the survey data showed that the environmental variables were significantly different among the previously defined five forest vegetation zones. Classification of the six layers of digital map representing environmental variables was carried out by a supervised classifier using the training statistics from field survey data and by a clustering algorithm. Although the maps from two classifiers were somewhat different due to the classification procedure applied, they showed overall patterns of vertical and horizontal distribution of forest zones. considering the spatial contents of many ecological studies, GIS can be used as an important tool to manage and analyze spatial data. This study discusses more about the generation of digital map and the analysis procedure rather than the outcome map of forest vegetation zone.

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GIS RS 식생탄소저장능력의 공간분포 특성규명 (Up-scaling Vegetation Carbon Storage Distribution Map of Pinus densiflora Stands from Plot to Landscape Level using GIS/RS)

  • 김태민;송철철;이우균;손요환;배상원;김춘식
    • 한국GIS학회:학술대회논문집
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    • 한국GIS학회 2007년도 추계학술대회
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    • pp.221-225
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    • 2007
  • 산림은 탄소저장능력이 있어 대표적인 온실가스인 이산화탄소를 저감시킨다. 따라서 산림의 탄소저장능력 특성을 규명하고 그것을 산림경영에 반영함으로써 온실가스 저감이라는 국제적 노력에 동참하는 수단으로 활용할 수 있다. 일반적으로 임분에서의 탄소저장능력(Carbon Storage, CS)은 식생탄소저장능력(Vegetation Carbon Storage, VCS)과 토양탄소저장능력(Soil Carbon Storage, SCS)의 합으로 볼 수 있다. 본 연구에서는 우리나라 대표적인 자생수종인 소나무림 VCS의 공간분포를 지엽적 범위(spot level)에서 광역적 범위(regional level)로 확대하여 그 특성을 규명하는 방법을 제시하고자 한다. 지엽적 범위의 조사 및 연구에서 VCS는 임목의 흉고직경(Diameter at Breast Height)과 밀접한 관계가 있는 것으로 확인되었다. 이러한 관계와 Quickbird 고해상도 위성영상에서 추출한 소나무림 공간분포도를 이용해 경관범위(landscape level)에서 소나무림 탄소저장능력의 공간분포를 추정할 수 있었으며,그 결과를GIS 및 RS를 통해 광역적 범위로 확대하였다.

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