• Title/Summary/Keyword: 식생 분류

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Detection of Forest Fire and NBR Mis-classified Pixel Using Multi-temporal Sentinel-2A Images (다시기 Sentinel-2A 영상을 활용한 산불피해 변화탐지 및 NBR 오분류 픽셀 탐지)

  • Youn, Hyoungjin;Jeong, Jongchul
    • Korean Journal of Remote Sensing
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    • v.35 no.6_2
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    • pp.1107-1115
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    • 2019
  • Satellite data play a major role in supporting knowledge about forest fire by delivering rapid information to map areas damaged. This study, we used 7 Sentinel-2A images to detect change area in forests of Sokcho on April 4, 2019. The process of classify forest fire severity used 7 levels from Sentinel-2A dNBR(differenced Normalized Burn Ratio). In the process of classifying forest fire damage areas, the study selected three areas with high regrowth of vegetation level and conducted a detailed spatial analysis of the areas concerned. The results of dNBR analysis, regrowth of coniferous forest was greater than broad-leaf forest, but NDVI showed the lowest level of vegetation. This is the error of dNBR classification of dNBR. The results of dNBR time series, an area of forest fire damage decreased to a large extent between April 20th and May 3rd. This is an example of the regrowth by developing rare-plants and recovering broad-leaf plants vegetation. The results showed that change area was detected through the change detection of danage area by forest category and the classification errors of the coniferous forest were reached through the comparison of NDVI and dNBR. Therefore, the need to improve the precision Korean forest fire damage rating table accompanied by field investigations was suggested during the image classification process through dNBR.

Phytosociological Community Type Classification and Flora of Vascular Plants for the Forest Vegetation of Daecheongbong Area in Mt. Seorak (설악산 대청봉일대 산림식생의 식물사회학적 군락유형 및 관속 식물상 특성)

  • Kim, Ji Dong;Park, Go Eun;Lim, Jong-Hwan;Yun, Chung Weon
    • Journal of Korean Society of Forest Science
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    • v.106 no.2
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    • pp.130-149
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    • 2017
  • The subalpine zone which is vulnerable to climate change could be functioning as a habitat for northern plant species especially in the Korean peninsula. In this study, classification of phytosociological community type and investigation on flora of vascular plants of Daecheongbong area in Mt. Seorak were carried out in order to provide a basic information for an ecological restoration and management of the vegetation through community ecological approach. Vegetation data were collected from 31 of quadrates from May to October, 2016. We analyzed vegetation types with phytosociological method, importance value with Curtis & McIntosh method, CCA using PC-ORD program tool, and flora of vascular plants. As a result, the forest vegetation was classified into Abies nephrolepis community. The community was divided 3 groups such as Pinus pumila group, Rhododendron brachycarpum group and Angelica decursiva group. Therefore, the vegetation had 3 kinds of units. The differential species group, it was classified into total of 7 species group units including Thuja koraiensis and Smilacina bicolor differential species group. The mean importance percentage (MIP) in VU 1 was shown Pinus koraiensis (24.1), A. nephrolepis (23.6) and Betula ermanii (10.5), and in VU 2, it was P. koraiensis (26.2), A. nephrolepis (20.8) and B. ermanii (10.5), and in VU 3, it was P. koraiensis (22.2), A. nephrolepis (16.4), B. ermanii (13.5) in the order, respectively. As for importance values of P. koraiensis and A. nephrolepis representative competition species, were different at each layers. The former (46.7) was higher than the latter (26.1) in tree layer, but the latter was higher than the former in subtree and, shrub and herb layers of VU 1. VU 2 and VU 3 also indicated the same tendency. P. pumila group and A. decursiva group were shown to have positive correlation with altitude and present species, respectively. The designated as the endemic plant was 11 taxa and, as the rare plant 24 taxa and 62.5% of vascular plant was northern plant species. It is necessary to continue further long-term monitoring of 3 vegetation units, IV of main competition species (P. koraiensis and A. nephrolepis) with stratum and main specific species (rare plants and endemic plants) considering vegetation science and, population and community ecology approaches.

NDVI analysis of downtown using satellite image and GSIS (위성영상과 GSIS를 이용한 도심의 식생지수 분석)

  • Hwang, Eui-Jin;Shin, Ke-Jong;Choi, Seok-Keun;Lee, Jae-Kee
    • 한국공간정보시스템학회:학술대회논문집
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    • 2005.05a
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    • pp.249-253
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    • 2005
  • 인공위성 데이터를 이용한 원격탐사 기술과 지형공간정보시스템의 통합에 의한 도시에의 활용은 도시 계획뿐 만 아니라, 환경정비와 유지 관리 측면 등에서 중요한 역할을 하고 있다. 본 연구는 대상지역의 Landsat TM 영상자료를 이용하여 보정과정을 수행하고, GSIS 시스템의 NDVI(Normalized Difference Vegetation Index)식을 이용하여 식생지수를 추출하였다. 산출된 식생지수를 5개 등급으로 분류하여 비 식생지역과 식생이 활발한 지역을 구분하여 분석하였고, 인공위성 데이터의 밴드간 비연산 처리를 실시하여 식물의 건강상태를 나타내는 NDVI를 위성 데이터를 이용하여 추출함으로써, 시가지내의 녹지분포에 대한 시계열적 변화를 분석하였다. 이 결과 도심주변지역에 분포하는 낯은 구릉지에서 점차적으로 도시화가 이루어짐을 알 수 있었고, 전체 면적별 녹지분포가 높은 구릉지 및 산악지역의 3, 4, 5등급지역 면적 비율이 68.9%에서 37.2%로 감소한 것으로 나타났다.

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Herbal Flora and Succession of Stream Under Management Conditions After its Restoration - Case Study of Yangjaecheon in Seoul - (자연형 하천 복원공사 이후 식생관리에 의한 초본 식물상과 천이 - 서울시 양재천 사례 연구 -)

  • Lee, Yong-Ho;Kang, Byeung-Hoa;Na, Chae-Sun;Yang, Geum-Yeol;Min, Tai-Gi;Hong, Sun-Hee
    • Korean Journal of Weed Science
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    • v.31 no.1
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    • pp.49-70
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    • 2011
  • This study was conducted to examine the change of flora and plant species diversity between 2005 and 2010 in Yangjaecheon (stream) which was divided among three different types of vegetation management method; ecological vegetation management (weeding vines and invasive plants; EVM), plant cultivation (PC) and uncared for vegetation (UC). There were total 478 taxa, composed by 429 spontaneous taxa and 49 cultivated taxa in 2005 and total 424 taxa composed by 318 spontaneous taxa and 106 cultivated taxa in 2010. In spontaneous plants, 201 taxa were distributed over total area, 197 taxa were distributed in only EVM area, 10 taxa in only PC area and 59 taxa in only UC area. Also, the most dominant family (Asteraceae${\rightarrow}$Poaceae) and number of rare taxa (reduced) and wide distributed taxa (increased) was changed from 2005 to 2010. The rate of perennial taxa was found to be increased in only EVM area. In conclusion, EVM is thought to be a more efficient method for plant species diversity of restored stream.

A Characteristic of Vegetation Distribution in Jangdo Wetland (장도 습지보호지역의 식생 분포 특성)

  • An, Kyung-Whan;Lim, Jeong-Cheol;Lee, Yeoul-Kyung
    • Korean Journal of Environmental Biology
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    • v.33 no.1
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    • pp.63-74
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    • 2015
  • The purpose of this study is to provide the basis information for ecological conservation and restoration of Jangdo wetland conservation area through the survey of vegetation diversity and spatial distribution characteristics. Syntaxonomic account of plant communities were carried out field survey by Z.-M. school method at 14 sites and relationship analysis between plant community and environment variables with Principal Coordinate Analysis (PCoA). Based on the floristic composition, all the plots were classified into xeric and hydric type and arranged in seven plant communities. Spatial distribution of plant communities is determined primarily by the soil moisture condition and amount of organic matter. Hydric vegetation is around 8% ($7,337m^2$) of the protected area and distributed swamp forest of dominating willows under 18 years. Proliferation of willows are recognised extended from edge to centre after in 1990's caused by fallow and control of livestock grazing on wetland. Jangdo wetland will have to readjust the protection boundary because wet meadow zone and swamp forest have been distributed outside the protection area.

Methodology of ground-truthing for land cover mapping using remote sensor data (원격탐사 영상자료를 이용한 토지피복도 제작을 위한 지상자료 획득 방법)

  • Lee, Kyu-Sung;Kim, Sun-Hwa;Shin, Jung-Il
    • Proceedings of the KSRS Conference
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    • 2007.03a
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    • pp.33-36
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    • 2007
  • 토지피복분류, 식생분류, 식물피복도 분류 등 원격탐사 영상자료의 주된 이용분야에서 지상자료는 매우 중요한 부분을 차지하고 있다. 가령 감독분류를 위한 training site 에 대한 측정이나 또는 분류 정확도 검증을 위한 측면에서도 지상측정은 반드시 필요한 부분이다. 본 논문에서는 피복분류 과정에서 반드시 필요한 지상측정을 위한 표본조사에서 유의하여야 할 통계학적 측면에서 고려해야 할 사항을 검토한다.

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Characteristics on Polarimetric Radar Responses of Vegetation Areas Using Polarimetric SAR Image Data (Polarimetric SAR 영상자료를 이용한 식생지역의 산란특성 고찰)

  • Kang Moon-Kyung;Yoon Wang-Jung;Kim Kwang-Eun;Choi Hyun-Seok
    • Proceedings of the KSRS Conference
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    • 2006.03a
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    • pp.257-260
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    • 2006
  • 본 연구에서는 SIR-C MLC 영상자료와 환경부에서 제공하는 중분류 토지피복도 자료를 참조하여 식생피복지역으로 예상되는 논, 밭 지역으로 분류된 농업지역과 활엽수림, 침엽수림, 혼효림 지역으로 분류된 산림지역에 대한 산란특성을 고찰하기 위해 편광 반응특성을 측정하였다. 편광반응특성분석결과 농업지역과 산림지역의 거동형태는 구형 산란체나 편평한 면에서의 거동특성을 나타냈으며, 측정된 HH, VV, HV 편광매개변수의 후방산란계수 값들은 각각의 지역에서 다른 경향을 보였다.

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Study on Vegetations of the Sihwaho Phragmites communis Wetland Park (시화호 갈대습지공원내의 식생조사 연구)

  • Park, Joon-Moh;Kim, Kae-Hwan;Hwang, Young-Hee;Beon, Mu-Sup;Oh, Hyun-Kyung
    • Korean Journal of Plant Resources
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    • v.20 no.1
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    • pp.50-62
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    • 2007
  • The flora of Banwol, Donghwa and Samhwa stream of the Sihwaho Phragmites communis wetland park was listed as 242 taxa; 72 families, 175 genera, 201 species, 38 varieties, 2 forms and 1 cultivar. Among these taxa, there were 92 taxa (38.0%) for the planted species, while 150 taxa (62.0%) for the native species. The halophytes were summarized as 13 taxa (5.4% among total 242 taxa); 5 families, 9 genera, 12 species, 1 variety. The naturalized plants were composed of 17 families, 41 genera, 45 species, 1 variety, totaling 46 taxa and naturalization index, urbanization index were 19.0%, 17.0%, respectively.

Flora and Present Vegetation Status of Minjujisan and Its Adjacent Regions (민주지산 및 그 인근지역에 분포하는 관속식물상과 주요 식생 현황)

  • Kim Yoon-Young;Ji Seong-Jin;Ko Eun-Mi;Jang Chang-Gee;Oh Byoung-Un
    • Korean Journal of Plant Resources
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    • v.19 no.1
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    • pp.15-28
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    • 2006
  • The flora of vascular plants and the present vegetation status of Minjujisan and its adjacent regions were investigated from 2000 to 2004, total 27 times. The plant taxa of these areas consist of 764 taxa totally; 172 families, 397 genera, 631 species, 3 subspecies, 105 varieties and 25 forms. There were many useful plants such as 35 taxa of Korean endemics, 12 taxa of rare and endangered plants, and 101 taxa of specially designated plants which were determined by the Ministry of Environment. Furthermore, 46 taxa of naturalized alien plants were also investigated in the boundary of developing areas. The vegetation status of investigated area was comparatively well conserved, but the degree of damage was increasing rapidly by development, deforestation, and tramp which were induced by the disturbances of human beings. Therefore, more active conservation strategies such as expanded designation of conservation area. should be established, and carried out continuously based on the results of long-term monitoring studies.

Habitat Type Classification System of Korean National Parks (국립공원 서식지 유형 분류 체계 구축)

  • Kim, Jeong Eun;Rho, Paik Ho;Lee, Jung Yun;Cho, Hyung Jin;Jin, Seung Nam;Choi, Jin Woo;Myeong, Hyeon Ho
    • Ecology and Resilient Infrastructure
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    • v.8 no.2
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    • pp.97-111
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    • 2021
  • This study was conducted to develop a habitat type classification system and its map based on the ecological characteristics of species, spatial type, vegetation, topography, and geological conditions preferred by species. To evaluate the relationships between species and their habitats in Korean national parks, we prepared a classification standard table for systematic classification of habitat types. This classification system divides habitats into 6 low-level and 59 mid-level ecological classes based on habitat structure. The mid-level system divided forest ecosystems into 20 subtypes, stream and wetland ecosystems into 8 types, coastal ecosystems into 7 types, arable land into 6 types, development land into 9 types, and 1 type of marine ecosystem. A habitat classification map was drawn utilizing square images, detailed vegetation maps, and forest stand maps, based on the above habitat classification system, and it covered 1,461 plots spanning 21 national parks. The habitat classification system and survey protocol, which consider domestic habitat conditions, should be further developed and applied to habitat assessment, to enhance the utility of this study.