• 제목/요약/키워드: surface cover change

검색결과 184건 처리시간 0.029초

Feature Extraction System for Land Cover Changes Based on Segmentation

  • Jung, Myung-Hee;Yun, Eui-Jung
    • 대한원격탐사학회지
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    • 제20권3호
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    • pp.207-214
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    • 2004
  • This study focused on providing a methodology to utilize temporal information obtained from remotely sensed data for monitoring a wide variety of targets on the earth's surface. Generally, a methodology in understanding of global changes is composed of mapping, quantifying, and monitoring changes in the physical characteristics of land cover. The selected processing and analysis technique affects the quality of the obtained information. In this research, feature extraction methodology is proposed based on segmentation. It requires a series of processing of multitempotal images: preprocessing of geometric and radiometric correction, image subtraction/thresholding technique, and segmentation/thresholding. It results in the mapping of the change-detected areas. Here, the appropriate methods are studied for each step and especially, in segmentation process, a method to delineate the exact boundaries of features is investigated in multiresolution framework to reduce computational complexity for multitemporal images of large size.

지면경계조건이 UM을 이용한 동아시아 여름철 단기예보에 미치는 영향 (Impacts of Land Surface Boundary Conditions on the Short-range weather Forecast of UM During Summer Season Over East-Asia)

  • 강전호;서명석
    • 대기
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    • 제21권4호
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    • pp.415-427
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    • 2011
  • In this study, the impacts of land surface conditions, land cover (LC) map and leaf area index (LAI), on the short-range weather forecast over the East-Asian region were examined using Unified Model (UM) coupled with the MOSES 2.2 (Met-Office Surface Exchange Scheme). Four types of experiments were performed at 12-km horizontal resolution with 38 vertical layers for two months, July and August 2009 through consecutive reruns of 72-hour every 12 hours, 00 and 12 UTC. The control experiment (CTRL) uses the original IGBP (International Geosphere-Biosphere Programme) LC map and old MODIS (MODerate resolution Imaging Spectroradiometer) LAI, the new LAI experiment (NLAI) uses improved monthly MODIS LAI. The new LC experiment (NLCE) uses KLC_v2 (Kongju National Univ. land cover), and the new land surface experiment (NLSE) uses KLC_v2 and new LAI. The reduced albedo and increased roughness length over southern part of China caused by the increased broadleaf fraction resulted in increase of land surface temperature (LST), air temperature, and sensible heat flux (SHF). Whereas, the LST and SHF over south-eastern part of Russia is decreased by the decreased needleleaf fraction and increased albedo. The changed wind speed induced by the LC and LAI changes also contribute the LST distribution through the change of vertical mixing and advection. The improvement of LC and LAI data clearly reduced the systematic underestimation of air temperature over South Korea. Whereas, the impacts of LC and LAI conditions on the simulation skills of precipitation are not systematic. In general, the impacts of LC changes on the short range forecast are more significant than that of LAI changes.

위성영상을 통한 서울시 지표온도 분석 (The Land Surface Temperature Analysis of Seoul city using Satellite Image)

  • 정종철
    • 환경영향평가
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    • 제22권1호
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    • pp.19-26
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    • 2013
  • The propose of this study is to analyze the optimum spatial resolution of the urban spatial thermal environment structure and to evaluate of the possibility detection using aerial photographs and thermal satellite images. The proper techniques of the optimum spatial resolution for the urban spatial thermal environment structure were analyzed. Thermal infrared satellite image of Seoul city were used for the change rate of surface temperature variation and suggested to the spatial extent and effects of urban surface characteristics and spatial data was interpreted as regions. To extract the surface temperature, Landsat thermal infrared satellite image compared with an automatic weather station data and in the field of the measured temperature and surface temperature by thermal environment affects, the spatial domain has been verified. The surface temperature of the satellite images to extract after adjusting surface temperature isotherms were constructed. The changes in surface temperature from 2008 to 2012 the average surface temperature observation images of changing areas were divided into space. The results of this study are as follows: Through analysis of satellite imagery, Seoul city surface temperature change due to extraction comfort indices were classified into four grades. The comfort index indicative of the temperature of Gangnam-gu, $23.7{\sim}27.2(^{\circ}C)$ range and Songpagu, a $22.7{\sim}30.6(^{\circ}C)$ respectively, the surface temperature of Yeouido $25.8{\sim}32.6(^{\circ}C)$ were in the range.

방전드릴링 시 발생하는 초경합금의 표면전해부식 방지 (ED-drilling of WC-Co to Minimize Electrolytic Corrosion on a Workpiece Surface)

  • 송기영;정도관;박민수;주종남
    • 한국정밀공학회지
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    • 제26권8호
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    • pp.47-54
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    • 2009
  • In this study, a simple and effective method was proposed to minimize electrolytic corrosion on the workpiece during ED-drilling using water as a working fluid. The adhesion of a cover plate onto the surface of the workpiece was greatly effective for suppressing electrolytic corrosion during ED-drilling. The experiment revealed that the adhesion of the cover plate prevented corrosion without causing significant changes in machining characteristics. Using the machining method proposed in this paper, electrolytic-corrosion-free holes can be machined without change in the machinery system. By using corrosion-free hole as a start hole for wire EDM, a lead frame die with high quality was fabricated successfully.

PHENOLOGICAL ANALYSIS OF NDVI TIME-SERIES DATA ACCORDING TO VEGETATION TYPES USING THE HANTS ALGORITHM

  • Huh, Yong;Yu, Ki-Yun;Kim, Yong-Il
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 2007년도 Proceedings of ISRS 2007
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    • pp.329-332
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    • 2007
  • Annual vegetation growth patterns are determined by the intrinsic phenological characteristics of each land cover types. So, if typical growth patterns of each land cover types are well-estimated, and a NDVI time-series data of a certain area is compared to those estimated patterns, we can implement more advanced analyses such as a land surface-type classification or a land surface type change detection. In this study, we utilized Terra MODIS NDVI 250m data and compressed full annual NDVI time series data into several indices using the Harmonic Analysis of Time Series(HANTS) algorithm which extracts the most significant frequencies expected to be presented in the original NDVI time-series data. Then, we found these frequencies patterns, described by amplitude and phase data, were significantly different from each other according to vegetation types and these could be used for land cover classification. However, in spite of the capabilities of the HANTS algorithm for detecting and interpolating cloud-contaminated NDVI values, some distorted NDVI pixels of June, July and August, as well as the long rainy season in Korea, are not properly corrected. In particular, in the case of two or three successive NDVI time-series data, which are severely affected by clouds, the HANTS algorithm outputted wrong results.

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A Study on Behavioral Characteristics of Track Roadbed according to Steel Pipe Press-in Excavation during Construction of Underground Railway Crossing

  • Kim, Young-Ha;Eum, Ki-Young;Kim, Jae-Wang
    • International Journal of Railway
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    • 제6권2호
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    • pp.69-77
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    • 2013
  • In this study, numerical analysis and model experiments were conducted to analyze behavioral characteristics acting on the track roadbed with excavation through steel pipe injection, a non-exclusive method of crossing construction under railroad as primary target. In model experiments that simulate injection excavation behaviors with an increase in the depth of soil cover, the upper displacement was measured by construction of the first and the second pipes in order to predict actual behaviors, and the behavior characteristics were verified through numerical analysis. The investigation results showed that surface displacement was smaller under the condition of higher soil cover. In the case of injecting two pipes, when the first pipe was injected, deformation of the surface increased linearly in both settlement and uplift experiments. However, when the second pipe was injected, the amount of change was found to be very small due to the relaxation and plastic zones around the first pipe. In addition, the results of numerical analysis on the same cross section with the model experiment found that the results of investigation into settlement ratio and volume loss were in very good agreement with those obtained by the model experiment.

조절된 하천의 수문지형학적 변화와 식생 피복의 변화에 관한 기초 조사 - 낙동강 안동댐/임하댐 하류 하천 사례 (Basic Investigation about Hydro-Geomorphologic and Vegetation Cover Changes on the Regulated River - A Case of the Downstream River of Andong Dam/Imha Dam on the Nakdong River)

  • 우효섭;이동섭;안홍규;이창석
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2004년도 학술발표회
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    • pp.1335-1339
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    • 2004
  • A hydro-geomorphologic change in a sand bed channel reach and vegetation expansion by changes in the How regime is analyzed in this study. Field and aerial photo surveys, basic hydrological analysis about flow regime change due to two dams, Andong Dam and Imha Dam, on the upstream river and computer modeling are conducted. Two Dams in the study reach have obviously affected downstream channel in many ways including the bed particle coarsening, vegetation expansion on the sandbars and following river channel braiding. The phenomenon of no vegetation on the large point bar in front of Hahwe Village seems due to disturbance of the sandbar surface probably due to the cross flow in the meander reach during the flood. Another reason for no vegetation is that the sandbar on this reach has lower subsurface water lovels, as compared with the others in the up- and downstream of the reach where vegetation expanded, which would hinder vegetation from germinating and growing on the sandbar.

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Landsat 7 TM/ETM+ 위성영상을 이용한 군산지역 지표 온도와 NDVI에 대한 상관분석 (A Correlation Analysis between Land Surface Temperature and NDVI in Kunsan City using Landsat 7 TM/ETM+ Satellite Images)

  • 이홍로;김형무
    • 한국지리정보학회지
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    • 제8권2호
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    • pp.31-43
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    • 2005
  • 황해연안 전라북도 군산시 지역의 15년 동안의 4개 시점을 선택하여 육상도시 변화탐지를 목적으로 지표온도와 NDVI를 비교 관찰하고 NDVI최저대-지표온도최고대 상관관계를 분석하였다. 위성영상은 장기간에 걸친 광역지역의 연속모니터링에 효과적이므로 군산시를 촬영한 Landsat-5 TM과 Landsat-7 ETM+인공위성 영상을 분석대상으로 하였으며 에러보정을 위한 승인된 "gain", "bias" 또는 "offset"의 임계치를 대입하여 TM과 ETM+영상간의 오차를 정량화하고 분류하여 비교 검정하였다. 본 연구는 Landsat-5 TM과 Landsat-7 ETM+인공위성 영상을 전북 군산시 도시변화탐지에 적용하고 지표온도, 토지피복, 식생 변수를 검증하여 지표온도와 NDVI식생지수와의 R=(+)0.9478의 강한 양의 상관관계를 검출함으로써 제안한 위성영상을 이용한 NDVI최저대-지표온도최고대 상관분석모델이 육상 도시변화탐지에 매우 효과적임을 입증할 수 있다.

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위성영상의 시계열 분석을 통한 미기후변화 분석 -대구시 달서구를 대상으로- (A Study on Microclimate Change Via Time Series Analysis of Satellite Images -Centered on Dalseo District, Daegu City-)

  • 백상훈;정응호
    • 한국지리정보학회지
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    • 제12권2호
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    • pp.34-43
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    • 2009
  • 바람길 도입을 통한 도시열섬현상의 저감 방안에 관한 선행연구들을 바탕으로 본 연구에서는 도시화과정을 거치면서 발생하는 토지피복의 변화가 도시공간의 찬공기 생성 및 유동에 어떠한 변화를 일으키는지 분석하였다. 연구 대상지로는 우리나라의 대표적인 극서(劇暑)도시이며 1980년대 이후 주변 지역을 편입하여 도시가 확장된 대구시 내에서도 특히 지표온도의 변화가 크고 1988년 신설되어 급격한 인구 증가가 이루어졌던 달서구를 대상으로 연구를 실시하였다. 시간적 범위로는 1987년, 1997년, 2007년의 여름철 위성영상을 이용하여 20년간의 도시미기후 변화를 연구하였다. 연구결과 자연 토지피복의 감소와 인공 토지피복의 증가는 찬공기 생성 및 유동에 불리하여 도심지에서의 찬공기의 양과 높이가 현저히 낮아졌다. 이는 찬공기 생성 및 유동기능이 토지피복에 의해 영향을 받는 것으로 보였다. 지속적인 찬공기 생성 및 유동의 확보를 위해서는 도시를 둘러싼 주변지역의 공간적 특성을 분석하여 도시개발이나 도시재생을 실시해야 하며, 이를 통해 쾌적하고 건강한 도시조성이 될 수 있을 것으로 사료된다.

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도시열섬 완화를 위한 녹지증가에 따른 온도변화 분석 (Analysis of Temperature Change by Forest Growth for Mitigation of the Urban Heat Island)

  • 윤희천;김민규;정갑용
    • 한국측량학회지
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    • 제31권2호
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    • pp.143-150
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    • 2013
  • 최근 기후 온난화, 오존층 파괴, 열대림의 감소, 사막화 등의 환경문제가 이미 한 국가 문제를 넘어 범세계적인 지구환경문제로 대두되면서 이를 해결하기 위한 국제적인 관심과 노력이 다양하게 진행되어 왔다. 본 연구에서는 원격탐사 기법을 이용하여 도시의 녹지증가를 정량적으로 산출하고, 온도 추출을 통해 도시의 온도변화를 파악하고자 하였다. 2002년 5월과 2009년 5월 Landsat TM영상을 이용하여 연구대상지의 녹지 면적변화와 열변화를 분석하였으며, 도심의 지표면 온도를 추출하기 위해 Landsat TM 열적외선 영역센서인 Band 6의 분광밝기정도를 이용하여 표면온도분포를 산출하였다. 연구결과, 도심지 녹지의 면적이 $2.97km^2$ 증가하였으며, 도시의 지표온도가 약$0.6^{\circ}C{\sim}0.8^{\circ}C$ 낮아졌음을 제시하였다. 향후 원격탐사 및 실측자료를 바탕으로 도심 온도변화에 대한 추가적인 연구가 이루어진다면 도시환경문제 해결에 크게 기여할 것이다.