• Title/Summary/Keyword: 피복면적

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Comparison between supervised and unsupervised land cover classification using satellite image (인공위성 영상을 이용한 토지피복의 감독 분류 및 무감독 분류 비교)

  • Han, Seung-Jae;Choi, Min-Ha
    • Proceedings of the Korea Water Resources Association Conference
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    • 2011.05a
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    • pp.355-355
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    • 2011
  • 토지피복의 분류는 토지표면의 물리적인 지표면의 상태를 나타내는 자료로 환경, 행정, 수자원, 재해 등 다방면으로 이용되고 있다. 특히 수자원과 관련하여 식생의 증산과 토양의 증발을 통칭하는 증발산과 유출, 토양수분 등과 연관되어 있다. 광범위한 토지피복의 산정에는 경제성 및 주기성 등의 장점으로 인하여 인공위성 영상을 이용하는 기법이 적합하다. 위성영상분류법은 훈련지역의 선정 여부에 따라 감독분류와 무감독 분류로 나누어지며 각각의 알고리즘의 특성에 따라 더욱 세분화된다. 본 연구에서는 Landsat-TM (Thematic Mapper) 영상을 이용하여 감독 분류와 무감독 분류를 각각 적용하여 한강유역의 토지피복을 수역, 시가, 나지 습지, 초지, 산림, 농지의 7가지 부분으로 대분류로 산정하고 비교하였다. 두 경우의 정확도는 각각 91.6%, 90.9%의 비슷한 정확도를 나타내었으며, 세부적으로 우리나라의 대부분의 면적에 분포하는 산림, 농지, 시가, 수역의 정확도가 높게 나타났다. 또한 각 항목별로 정확도를 비교하였을 때 감독분류가 무감독분류에 비해 다소 정확한 것을 확인할 수 있었다. 추후 외부자료를 도입하면 비교적 낮은 정확도를 나타낸 초지, 습지, 나지의 정확도를 보완할 수 있을 것이다.

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LAND COVER CHARACTERISTICS OF MOUNTAIN REGIONS IN NORTH KOREA (북한 산악지역의 개간지 및 산림 특성에 관한 연구)

  • Cha, Su-Young;Park, Chong-Hwa
    • Proceedings of the KSRS Conference
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    • 2008.03a
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    • pp.109-112
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    • 2008
  • 현재 북한 토지피복 특성 중의 하나인 과도한 산지의 농지로의 전용은 홍수 등 자연재해를 일으키는 원인이 되고 있지만 북한에 대한 참조자료의 부족으로 피해규모나 상황에 대한 이해가 부족하다. 본 연구는 북한 양강도 산간지역을 대상으로 개간농지와 산림의 토지피복특성을 가을시기(2005 년 10 월 25 일) Quickbird (<0.6m) 위성영상의 육안분석과 분광특성을 이용하여 정확한 토지피복분류에의 기초 정보를 제공하는 것을 목적으로 한다. 토지피복 유형별 Training area 의 ROI(Region of Interest)의 면적은 2500pixel 로 하였고, 이것을 다시 .shp 파일로 변환하여 GoogleEarth 에서 표고 및 경사 등 보다 자세한 지형지물을 확인하였다. Quickbird 영상의 NDVI 분석을 통해 0.2 정도에서 식생과 농경지로 구분하는 임계값(Threshold)을 추정할 수 있었지만 늦게까지 추수를 끝내지 않은 농작물이나 이모작 농작물의 경우는 산림과 혼재되어 나타나고 있었다. 또한, 산림의 북사면은 수역 다음으로 낮은 NDVI 값을 나타내어 지형의 영향이 나타나고 있음을 알 수 있었다.

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Seed Germination, Efficiency of Photosynthesis and Proper Covering Materials for Wintering in Amorphophallus konjac K. (구약감자 품종(品種)들의 종자발아력(種子發芽力), 광합성(光合成) 능력(能力)의 차이(差異)와 안전(安全) 월동(越冬)을 위한 피복재료선발(被覆材料選拔))

  • Lee, Hee-Duck;Ju, Jung-Il;Choi, Chang-Yeol;Lee, Jung-Il
    • Korean Journal of Medicinal Crop Science
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    • v.2 no.1
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    • pp.14-19
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    • 1994
  • Elephant food(Amorphophallus konjac K.) have been utilized its tubers in workedmaterials for a health and diet food. The author supposed that it was increased the area of cultivation and demand. This experiments were conducted to select the proper covering material during winter in order to increase yield of tubers and decrease input by 2 year's continuous cultivation, also to verified ability of seed germination and to measured efficiency of photosynthesis of plant. The proper covering materials for wintering were rice straw and rice hull. These materials were covered at 5 cm thick and at field was promoted according to emergence appearing after winter. The yields were 5,790kg /10a at 4,730kg /10a, respectively. Yield increase was 120% and 80% than that of control. The seeds collected at August 22 were germinated about 84 percent, and it was not necessary to treatment of low temperature or germination-accelerated chemicals. The widest leaf area was ranged $1,218-1,438cm^2$ at October 20 and was varied. The efficiency of photosynthesis was highest at 65-95 days after leaf emergence. The line of broad leaf and high photosynthetic efficiency per unit area was greater compare with yield. Therefore, it was supposed that these characteristics will use a marker for selection for high-yielding lines.

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The Effect of Chloride on the Corrosion of Reinforced Concrete (염화물이 철근콘크리트의 부식에 미치는 영향)

  • Kim, Jeong-Sup;Shin, Yong-Seok;Lee, Sul;Kim, Kwang-Seok
    • Journal of the Korea institute for structural maintenance and inspection
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    • v.9 no.2
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    • pp.147-154
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    • 2005
  • It is found that as contents of chloride ion and age increase, area of corrosion also increases. Inare increased to 1035 days from 730 days, slope of increase of corrosion area is greatest. Non-rust inhibitor specimens show corrosion area of 8~35 times more than rust inhibitor specimens and anticorrosive effects by application of rust inhibitor can be confirmed. When chloride ion is not contained, corrosion control effects of steel reinforcing according to increase of thickness are found, but specimens having chloride ion show no regular tend of thickness and corrosion due to complex problems such as reverse diffusion of chloride and test errors.

Analysis of Land Uses in the Nakdong River Floodplain Using RapidEye Imagery and LiDAR DEM (RapidEye 영상과 LiDAR DEM을 이용한 낙동강 범람원 내 토지 이용 현황 분석)

  • Choung, Yun-Jae
    • Journal of the Korean Association of Geographic Information Studies
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    • v.17 no.4
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    • pp.189-199
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    • 2014
  • Floodplain is a flat plain between levees and rivers. This paper suggests a methodology for analyzing the land uses in the Nakdong River floodplain using the RapidEye imagery and the given LiDAR(LIght Detection And Ranging) DEM(Digital Elevation Models). First, the levee boundaries are generated using the LiDAR DEM, and the area of the floodplain is extracted from the given RapidEye imagery. The land uses in the floodplain are identified in the extracted RapidEye imagery by the ISODATA(Iterative Self-Organizing Data Analysis Technique Analysis) clustering. The overall accuracy of the identified land uses by the ISODATA clustering is 91%. Analysis of the identified land uses in the floodplain is implemented by counting the number of the pixels constituting the land cover clusters. The results of this research shows that the area of the river occupies 46%, the area of the bare soil occupies 36%, the area of the marsh occupies 11%, and the area of the grass occupies 7% in the identified floodplain.

Effect of Covering Methods with Ventilating Non-Woven Fabric on the Growth and Yield in Leaf Lettuce during Low Temperature Season (통기성 간이 피복재의 피복방법이 저온기에 잎상추의 생육, 수량 및 품질에 미치는 영향)

  • 안종길;최영환
    • Journal of Bio-Environment Control
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    • v.11 no.2
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    • pp.88-92
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    • 2002
  • The study was conducted to estimate stimulation of plant growth of blue and red leaf lettuce (Lactuca sativa L.) as affected by covering methods with vinyl materials containing concentrated PO film. Plants were grown in direct, direct and tunnel, and tunnel covering with 'Pasraido materials' from October 13 to 31. With the covering mean air temperature, soil temperature, leaf temperature and relative humidity remarkedly increased. Higher temperature was observed in the order of direct and tunnel, direct, tunnel covering and the control. Photosynthetic photon flux (PPF, $\mu$mol m$^{-2}$ . s$^{-1}$ ) was observed in reverse order of temperature. Concentration of $CO_2$ was higher during night than during day under the light. Accumulation of highest $CO_2$ at night was obtained from direct coverings followed by direct and tunnel, tunnel covering and the control. Plant height, leaf number and leaf area of blue and red lettuces were stimulated by direct covering. However, there was no significant difference.

The Effect of Spatial Scale and Resolution in the Prediction of Future Land Use using CA-Markov Technique (면적규모 및 공간해상도가 CA-Markov 기법에 의한 미래 토지이용 예측결과에 미치는 영향)

  • Kim, Seong-Joon;Lee, Yong-Jun
    • Journal of the Korean Association of Geographic Information Studies
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    • v.10 no.2
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    • pp.58-70
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    • 2007
  • The purpose of this study is to predict future land use using Landsat images through assessing the effect of spatial scale and resolution in applying CA (Cellular Automata)-Markov technique. The scale for areas ranging from $31.26km^2$ to $84.48km^2$ showed about 11% difference of overall accuracies. Among the five spatial resolutions (10m, 30m, 50m, 100m, 150m), 30m resolution showed the best result in the prediction of area and spatial distribution of urban areas. Based on the results, the 2004 land use by CA-Markov was predicted using 1996 and 2001 land use data and compared with the 2004 land use by maximum likelihood classification. After that, future land uses of 2030, 2060 and 2090 were predicted and the results showed a tendency of gradual increase in urban area and high decrease in forest area.

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Analysis of the Distribution Characteristics of Abandoned Paddy Wetlands according to Topographical Environments (지형환경에 따른 묵논습지 분포 특성 분석)

  • Park, Miok
    • Journal of Wetlands Research
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    • v.24 no.2
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    • pp.93-101
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    • 2022
  • This study was conducted to analyze the distribution characteristics of abandoned paddy wetlands according to topography and land cover. In Seosan-si, Dangjin-si, Boryeong-si, and Taean-gun, Chungcheongnam-do, abandoned rice wetlands were found through GIS and field surveys, and the distribution status according to slope, elevation and land cover type was analyzed. As a result of the study, a total of 106 abandoned paddy wetlands were identified, and the average elevation of each abandoned paddy wetlands was 38.85m (S.D.32.76), the average slope was 6.27˚ (S.D.5.39), and the total area was 24,200km2. 90 sites (84.9%) of abandoned paddy wetlands were distributed on flat land with less than 5˚ slope, 63 sites (12,121.07km2), and 27 sites(9,524.15km2) at 5-10˚ (9,524.15km2) on flat land with less than 10˚. The area is 21,645.22km2(89.5%) of the total area of abandoned paddy wetlands. 48 sites(12,326km2) in the lowlands with an altitude of less than 25 m, 29 sites(4,909.4km2) below 50m. It accounts for 71.2% of the total area of abandoned paddy wetlands. Among environmental factors of abandoned paddy wetlands, there was no statistically significant correlation between slope and altitude. According to the land cover classification, it was widely distributed in artificial grasslands (38), paddy fields (33), and fields (22).

A Study on Landscape Characteristics of Odesan National Park by using GIS and RS (GIS와 RS를 이용한 오대산국립공원의 경관특성 분석에 관한 연구)

  • Han, Gab-Soo
    • Journal of the Korean Association of Geographic Information Studies
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    • v.8 no.4
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    • pp.114-122
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    • 2005
  • The purpose of this study was to analyze the landscape characteristics by making DEM, land use map, and the land cover map on the Odesan national park, and to suggest the method of visual management through the visibility analysis. In the change of land use district, the natural environment district decreased, the natural preservation district extended relatively. It means that the tendency of preservation was strengthened. However, the development possibility has increased by increase as for the area of the village district. In the land cover change, it appeared agriculture area and city area increase in the natural environmental district. The most area where visible frequency appeared highly belonged to the natural preservation district and forest region. However some areas belonged to the natural environmental area, and continuous landscape management was required.

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