• 제목/요약/키워드: land change modeling

검색결과 112건 처리시간 0.027초

개발밀도를 고려한 셀룰러 오토마타 기반의 도시 토지이용 변화 모델링 (Cellular Automata Based Urban Landuse Change Modeling Considering Development Density)

  • 조대헌
    • 대한지리학회지
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    • 제43권1호
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    • pp.117-133
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    • 2008
  • 개발밀도는 현대 도시 관리의 주요 관심사임에도 불구하고 이론 실증적으로 분석할 수 있는 지원 체계가 미비하다. 본 연구에서는 셀룰러 오토마타 기반의 도시 모델링 방법론을 확장하여 개발밀도를 고려한 도시 토지이용 변화 모델을 개발하고 그 타당성을 평가하고자 한다. 제안된 모델은 구조적인 측면에서 개발밀도를 명시적으로 고려할 분만 아니라 국지적인 밀도 변화를 직접적으로 추정한다. 개발된 모델을 1980년대 초$\sim$2000년대 초의 서울 도심부 토지이용 변화에 적용하였으며, 그 결과를 다양한 방법을 통해 검토하였다. 검토 결과 제안된 모델은 토지의 용도 변화 뿐만 아니라 밀도 변화에도 유의미하게 적용될 수 있는 것으로 평가되었다. 하지만 제안된 모델은 데이터 구득의 한계로 인해 공간적, 시간적 제약을 가지게 되었다. 더불어 모델의 보정 및 타당성 검토 방법론은 본 연구에서 충분히 검토되지 못하였으며, 향후 지속적으로 연구될 필요가 있다.

WMS HEC-1을 이용한 경안천 유역의 경년 수문변화 분석 (Assessment of hydrological impact by long term land cover change using WMS HEC-1 model in Gyueongan-cheon watershed)

  • 이준우;임혁진;이미선;김성준
    • 한국농공학회:학술대회논문집
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    • 한국농공학회 2001년도 학술발표회 발표논문집
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    • pp.330-334
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    • 2001
  • 1. The purpose of this study is to evaluate the hydrologic impact due to temporal land cover changes of Gyueongan-cheon watershed. 2. WMS(Watershed Modeling System) HEC-1 was adopted and the required data such as DEM(Digital Elevation Model), stream network, soil map were prepared, and land cover map was made by using Landsat TM data. 3. Due to the increase of urban area and paddy field, the runoff ratio increased 5.8% during the past decade.

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Alternatives for Quantifying Wetland Carbon Emissions in the Community Land Model (CLM) for the Binbong Wetland, Korea.

  • Eva Rivas Pozo;Yeonjoo Kim
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2023년도 학술발표회
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    • pp.413-413
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    • 2023
  • Wetlands are a critical component of the global carbon cycle and are essential in mitigating climate change. Accurately quantifying wetland carbon emissions is crucial for understanding and predicting the impact of wetlands on the global carbon budget. The uncertainty quantifying carbon in wetlands may comes from the ecosystem's hydrological, biochemical, and microbiological variability. The Community Land Model is a sophisticated and flexible land surface model that offers several configuration options such as energy and water fluxes, vegetation dynamics, and biogeochemical cycling, necessitating careful consideration for the alternative configurations before model implementation to develop a practical model framework. We conducted a systematic literature review, analyzing the alternatives, focusing on the carbon stock pools configurations and the parameters with significant sensitivity for carbon quantification in wetlands. In addition, we evaluated the feasibility and availability of in situ observation data necessary for validating the different alternatives. This analysis identified the most suitable option for our study site, the Binbong Wetland, in Korea.

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MODIS 영상 자료와 패널 자료를 이용한 지표면온도변화 요인분석 (The Factor Analysis of Land Surface Temperature(LST) Change using MODIS Imagery and Panel Data)

  • 배다혜;김홍명;하성룡
    • 한국지리정보학회지
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    • 제21권1호
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    • pp.46-56
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    • 2018
  • 본 연구에서는 지표면 온도 변화에 미치는 주요 지역특성인자를 도출하고 각각의 인자가 미치는 확률적 영향계수를 추정하였다. 연구대상지역은 충청북도 전역이며 패널 분석을 위해 시 군 행정 단위로 분할하였다. 지표면온도 및 지역특성 시계열자료들은 MODIS 영상과 통계청자료를 사용하여 각각 구축하였다. 그리고 지표면온도와 횡단면자료인 지역특성인자들을 다중회귀관계로 설정하고 패널 모형 분석을 통하여 회귀계수 추정치를 산정하였다. 지표면온도와 지역특성인자는 패널 모형 분석에서 종속변수와 설명변수로 각각 사용하였다. 패널 자료 분석은 상용 통계프로그램 STATA14를 사용하였으며, 일원 개체 고정효과모형이 본 연구의 지표면온도 변화 해석에 가장 적절한 모형으로 선정되었다. 지표면온도 변화에 미치는 설명변수의 영향수준을 나타내는 기여율은 회귀방정식의 추정회귀계수로부터 구했다. 설명변수별 기여율은 도시 공업지역이 3.746로 가장 컸으며, 다음으로 평균고도${\times}$대지면적비율이 2.856, 전력사용량 2.742, 평균풍속 0.553, 비도시관리지역 0.102, 농림지역과 자연 환경보전지역은 0.085와 0.071 그리고 시 군의 평균강우량 한 단위 변화가 지표면온도 변화에 미치는 기여율은 0.003으로 추정되었다.

광양만 권역의 영역 설정에 따른 입자확산 및 대기질 수치모의 비교 (Numerical Simulation and Comparison of Particle Dispersion and Air Quality with Domain Setting of Gwangyang Bay Area)

  • 이현미;이화운;이순환
    • 한국대기환경학회지
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    • 제26권6호
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    • pp.591-605
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    • 2010
  • Recirculation of airmass in coastal region occurs because of the change from land to sea breeze and was shown to produce a contrary result on air quality. This study examines the numerical simulation to analyze the effect of recirculation flow in Gwangyang Bay, Korea. For this purpose two case studies are performed by the WRF-FLEXPART-CMAQ modeling system, each for a different Meso-Synoptic Index. Additionally this research make a comparative study of large domain (Domain L) and small domain (Domain S). The horizontal wind fields are simulated from WRF. Changes in the land-sea breeze have an effect on the particle dispersion modeling. The numerical simulation of air quality is carried out to investigate the recirculation of ozone. Ozone is transported to eastward under strong synoptic condition (Case_strong) because of westerly synoptic flow and this pattern can confirm in all domain. However ozone swept off by the land breeze and then transported to northward along sea breeze under conditions of clear sky and weak winds (Case_weak). In this case re-advected ozone isn't simulate in Domain S. The study found that recirculation of airmass must be concerned when numerical simulation of air quality is performed in coastal region, especially on a sunny day.

Thermal Infrared Remote Sensing Data Utilization for Urban Heat Island and Urban Planning Studies

  • 이혜경
    • 한국BIM학회 논문집
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    • 제7권2호
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    • pp.36-43
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    • 2017
  • Population growth and rapid urbanization has been converting large amounts of rural vegetation into urbanized areas. This human induced change has increased temperature in urban areas in comparison to adjacent rural regions. Various studies regarding to urban heat island have been conducted in different disciplines in order to analyze the environmental issue. Especially, different types of thermal infrared remote sensing data are applied to urban heat island research. This article reviews research focusing on thermal infrared remote sensing for urban heat island and urban planning studies. Seven studies of analyses for the relationships between urban heat island and other dependent indicators in urban planning discipline are reviewed. Despite of different types of thermal infrared remote sensing data, units of analysis, land use and land cover, and other dependent variable, each study results in meaningful outputs which can be implemented in urban planning strategies. As the application of thermal infrared remote sensing data is critical to measure urban heat island, it is important to understand its advantages and disadvantages for better analyses of urban heat island based on this review. Despite of its limitations - spatial resolution, overpass time, and revisiting cycle, it is meaningful to conduct future research on urban heat island with thermal infrared remote sensing data as well as its application to urban planning disciplines. Based on the results from this review, future research with remotely sensed data of urban heat island and urban planning could be modified and better results and mitigation strategies could be developed.

Assessment of Agricultural Environment Using Remote Sensing and GIS

  • Hong Suk Young
    • 한국작물학회:학술대회논문집
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    • 한국작물학회 2005년도 국제학술회의
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    • pp.75-87
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    • 2005
  • Remote sensing(RS)- and geographic information system(GIS)-based information management to measure and assess agri-environment schemes, and to quantify and map environment indicators for nature and land use, climate change, air, water and energy balance, waste and material flow is in high demand because it is very helpful in assisting decision making activities of farmers, government, researchers, and consumers. The versatility and ability of RS and GIS containing huge soil database to assess agricultural environment spatially and temporally at various spatial scales were investigated. Spectral and microwave observations were carried out to characterize crop variables and soil properties. Multiple sources RS data from ground sensors, airborne sensors, and also satellite sensors were collected and analyzed to extract features and land cover/use for soils, crops, and vegetation for support precision agriculture, soil/land suitability, soil property estimation, crop growth estimation, runoff potential estimation, irrigated and the estimation of flooded areas in paddy rice fields. RS and GIS play essential roles in a management and monitoring information system. Biosphere-atmosphere interection should also be further studied to improve synergistic modeling for environment and sustainability in agri-environment schemes.

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A Study of Damage District Forecast by Combine Topograph Modeling of Insular Areas Using GIS

  • Choi, Byoung Gil;Na, Young Woo;Ahn, Soon Myoung
    • 한국측량학회지
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    • 제35권2호
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    • pp.113-122
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    • 2017
  • Natural disasters caused by climate change are increasing globally. There are few studies on the quantitative analysis methods for predicting damages in the island area due to sea level rise. Therefore, it is necessary to study the damage prediction analysis method using the GIS which can quantitatively analyze. In this paper, we analyze the cause and status of sea level rise, quantify the vulnerability index, establish an integrated terrestrial modeling method of the ocean and land, and establish a method of analyzing the damage area and damage scale due to sea level rise using GIS and the method of making the damage prediction figure was studied. In order to extract the other affected areas to sea level rise are apart of the terrain model is generated by one requires a terrain modeling of target areas are offshore and vertical reference system differences in land, found the need for correction by a tidal observations and geoid model there was. Grading of terrain, coastline erosion rate, coastal slope, sea level rise rate, and even average by vulnerable factors due to sea level rise indicates that quantitative damage prediction is possible due to sea level rise in the island area. In the case of vulnerable areas extracted by GIS, residential areas and living areas are concentrated on the coastal area due to the nature of the book area, and field survey shows that coastal changes and erosion are caused by sea level rise or tsunami.

Ground surface changes detection using interferometric synthetic aperture radar

  • Foong, Loke Kok;Jamali, Ali;Lyu, Zongjie
    • Smart Structures and Systems
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    • 제26권3호
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    • pp.277-290
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    • 2020
  • Disasters, including earthquakes and landslides, have enormous economic and social losses besides their impact on environmental disruption. Iran, and particularly its Western part, is known as an earthquake susceptible area due to numerous strong ground motions. Studying ecological changes due to climate change can improve the public and expert sector's awareness and response to future disastrous events. Synthetic Aperture Radar (SAR) data and Interferometric Synthetic Aperture Radar (InSAR) technologies are appropriate tools for modeling and surface deformation modeling. This paper proposes an efficient approach to detect ground deformation changes using Sentinel-1A. The focal point of this research is to map the ground surface deformation modeling is presented using InSAR technology over Sarpol-e Zahab on 25th November 2018 as a study case. For surface deformation modeling and detection of the ground movement due to earthquake SARPROZ in MATLAB programming language is used and discussed. Results show that there is a general ground movement due to the Sarpol-e Zahab earthquake between -7 millimeter to +18 millimeter in the study area. This research verified previous researches on the advanced image analysis techniques employed for mapping ground movement, where InSAR provides a reliable tool for assisting engineers and the decision-maker in choosing proper policies in a time of disasters. Based on the result, 574 out of 682 damaged buildings and infrastructures due to the 2017 Sarpol-e Zahab earthquake have moved from -2 to +17 mm due to the 2018 earthquake with a magnitude of 6.3 Richter. Results show that mountainous areas have suffered land subsidence, where urban areas had land uplift.

RS/GIS수법을 이용한 廣域蒸發散量의 추정 (Mapping of Areal Evapotranspiration by Remote Sensing and GIS Techniques)

  • ;오성남;박종현
    • 대한원격탐사학회지
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    • 제11권1호
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    • pp.65-80
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    • 1995
  • 기상관측자료와 더불어 원격탐사자료를 이용함으로서 서로 다른 공간 및 시간스케일에 대한 에너지수직의 3성분을 추정할 수 있으며 결과적으로는 잠열의 추정을 가능하게 하였다. 이 러한 접근법을 응용하여 본 연구에서는 기상 및 위성자료를 바탕으로 지표에너지 관계식을 이용 한 광역증발산량 추정하는 방법에 대하여 검토하였다. 또한 토지이용의 변화에 따른 지표면열수 지의 변화를 평가하기 위하여 지리정보시스템분석 방법을 사용하여 검토하였다. 그 결과 연구지 역의 토지이용변화는 지역내의 열수지에 상당한 변화를 가져오는 것으로 나타났다. 본 연구의 결 과를 향상시키기 위해서는 열수지의 계산에 사용되는 각 추정식의 정확도 향상과 지표면의 상태 를 위성 원격탐사로서 정확하게 파악할 필요가 있다.