• 제목/요약/키워드: Canonical Correspondence Analysis(CCA)

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Canonical Correspondence Analysis(CCA)에 의한 덕유산 국립공원의 삼림식생분석 (Canonical Correspondence Analysis(CCA) on the Forest Vegetation of Mt. Togyu National Park, Korea)

  • 김창환;길봉섭
    • The Korean Journal of Ecology
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    • 제20권2호
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    • pp.125-132
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    • 1997
  • A study of forest vegetation in Mt. $T\v{o}kyu$ National Park was investigated by ordination technique. By TWINSPAN(Two-Way Indicator Species Analysis) method, 10 groups were recognized as follows: pinus densiflora, Quercus variabilis, Quercus serrata, Quercus mongolica-Rhododendron schlippenbachii, Quercus mongolica-Abies koreana, Quercus mongolica-Acer pseudo-sieboldi-amum, Quercus mongolica-Symplocos chinensis for. pilosa, Carpinus laxiflora, Fraxinus mandshurica and Taxus cuspidata groups. The floristic composition of these groups showed high correlation to soil moisture(r=0.831), altitude(r=0.784), topography(r=-0.722), organic matter(r=0.642), and pH(r=-0.509) among various environmental factors. According to the results of CCA(Canonical Correspondence Analysis) Pinus densiflora group and Quercus variabilis group were situated in a xeric area at a lower altitude where soil nutrients were poor compared with the other groups. Fraxinus mandshurica group was distributed throughout the valley with high soil moisture and good nutrients, Quercus serrata group and Carpinus laxiflora group were found in the low altitude region with good nutrients, Quercus mongolica group, at the high altitude region with good nutrients, and Quercus mongolica-Acer koreana and Taxus cuspidata at higher altitudes(1, 400-1600 m).

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서열법에 의한 만경강 하천식생의 분석 (Canonical Correspondence Analysis of Riparian Vegetation in Mankyeong River, Jeollabuk-do)

  • 김영식;김창환;이경보
    • 한국환경과학회지
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    • 제11권10호
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    • pp.1031-1037
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    • 2002
  • CCA (Canonical Correspondence Analysis) was used so as to analyze the relation between vegetation and soil environment of Mankyeong river located in Jeollabuk-do. Vegetation survey consulted 1:5,000 topographical map, set up 30 plot and analyzed from June, 2001, to september, 2001. Plant communities of Mankyeong river was investigated by phytosocialogical method. The species composition of plant communities showed high correlation to soil pH, soil organic matter, $P_2$$O_5$, total nitrogen, EC, when they were analyed by CCA. According to the results of CCA hydrophyte communities were distributed in the region that high pH. But the vegetation of disturbed site and wetland plants were distributed in a good nutrients.

CCA를 통한 한국 호소 연구 방법론 탐색 (Looking for an Adequate Methodology for the Korean Reservoir Using Canonical Correspondence Analysis)

  • 정상옥;전형주;홍관의;김종화;박영석
    • 한국환경생태학회지
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    • 제20권4호
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    • pp.365-373
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    • 2006
  • 인간 간섭에 영향을 크게 받는 인공호소가 대부분인 우리나라의 호소 특성과 보다 나은 생태계 관리 방안을 도출하고자 하는 목적에서 2005년 4개 호소의 이화학적 요인과 담수조류 정량분석에 의거한 기초자료를 바탕으로 통계학적 분석을 시도하였다. Canonical Correspondence Analysis(CCA)를 하구호인 남양호, 삽교호, 아산호 및 북한강 중하류 수계에 연쇄적으로 위치한 댐호 중 하나인 청평호에 적용하였다 그 결과, 청평호는 3개 하구호와 구분되는 특징을 보였으며, 청평호를 제외한 CCA결과, 아산호-삽교호-남양호 간에도 차이를 보여주었다. 담수조류 군집 구성은 제한된 자료량 때문인지 해석이 생태학적 해석에 어려움이 따랐다. 따라서, 보다 지속적이고 심화된 담수조류 연구 및 기타요인의 채집 및 분석이 수행될 필요가 있음이 나타났다. 그러나, 제한된 자료량에도 불구하고, 청평호 및 3개 호소의 큰 두 그룹으로 호소 그룹이 특징지워진 것은 CCA 적용이 유효함을 나타낸 것으로 보인다.

춘계와 하계의 영양염 농도와 그 구성비가 식물플랑크톤의 군집구조에 미치는 영향평가 (The Influence of Nutrients Concentration and the Ratio on Phytoplankton Community Structure during Late Spring and Early Summer in Sagami Bay, Japan)

  • 백승호;시모데신지;한명수;키쿠치토모히코
    • ALGAE
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    • 제23권4호
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    • pp.277-288
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    • 2008
  • The relationship between nutrients and phytoplankton dynamics was investigated daily from 12 April to 22 July 2003 in Sagami Bay, Japan. According to multidimensional scaling (MDS) and cluster analysis, phytoplankton community was divided into four distinct groups. The first group was consisted of centric diatom species, such as Guinardia spp., Detonula spp., Letocylindrus danicus, Skeletonema costatum, Eucampia zodiacus and Chaetoceros spp.. The second and third clusters comprised mainly diatoms and dinoflagellates, respectively. The other cluster was restricted to the samples collected during the last sampling period when the rainfall and river discharge was frequently recorded. Canonical correspondence analysis (CCA) was applied to analyze four groups respectively, which focused on the effects of nutrients concentration and ratio on phytoplankton variations. Based on CCA analysis, most species of centric diatom were negatively correlated with DSi concentrations and Si/N ratio. Nutrients were strongly limited phytoplankton growth during the summer when the rainfall was not observed, whereas river discharge by rainfall and counterclockwise coastal currents (although the surface circulation pattern is often altered by Kuroshio Current, the counterclockwise coastal currents are generally dominant) has brought phytoplankton population accumulation and triggered the micoalgae growth in western part of the bay. Phosphorous (P) was strongly limited after significantly increases in the phytoplankton abundances. However, silicate (Si) was not a major limiting factor for phytoplankton production, since Si/DIN and Si/P ratio did not create any potential stoichiometric limitation. This indicates that high Si availability contributes favorably to the maintenance of diatom ecosystems in Sagami Bay.

Environmental Factors Affecting the Abundance and Presence of Tree Species in a Tropical Lowland Limestone and Non-limestone Forest in Ben En National Park, Vietnam

  • Nguyen, Thinh Van;Mitlohner, Ralph;Bich, Nguyen Van;Do, Tran Van
    • Journal of Forest and Environmental Science
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    • 제31권3호
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    • pp.177-191
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    • 2015
  • The effect of environmental variables on the presence and abundance of tree species in a tropical lowland undisturbed limestone and non-limestone forest in Ben En National Park, Vietnam was investigated. The relationships between 13 environmental variables and 29 tree species with a DBH ${\geq}10cm$, as well as between six 6 physical variables with 26 species of seedling and sapling communities were assessed by canonical correspondence analysis (CCA). Data concerning all tree species ${\geq}10cm$ DBH were collected from eighteen $400m^2$ sample plots, while the abundance of regeneration (all individuals ${\leq}5cm$ DBH) was counted in fifty $2{\times}20m$ strip-plots. The significance of species-environments correlations were tested by distribution-free Monte Carlo tests. The CCA of the 29 examined tree species and 13 environmental variables indicated that the presence and abundance of the tree species were closely related to topographic factors. We may confirm that soil properties including pH, soil moisture content, and soil textures, were the most crucial factor in tree species composition and their distribution. Several species including Pometia pinnata, Amesiodendron chinense, Gironniera cuspidate, Cinnamomum mairei, and Caryodaphnopsis tonkinensis were not controlled by soil properties and topographic variables. The CCA also indicated that the abundance of regeneration tree species at all sites had positive and significant correlations with soil depth, while the occurrence of several other tree species (such as Koilodepas longifolium and Aglaia dasyclada) was positively correlated with a higher slope and rocky outcrop.

낙동강의 하천환경과 식생분포특성의 상관성 조사연구 (The Study of Correlation between Riparian Environment and Vegetation Distribution in Nakdong River)

  • 김은진;조강현;강준구
    • 한국수자원학회논문집
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    • 제47권4호
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    • pp.321-330
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    • 2014
  • 본 연구는 국내를 대표하는 모래하천 낙동강에서 하안식생의 분포와 환경요인의 상관관계를 규명하기 위하여 수행하였다. 경상북도 안동시의 낙동강 일대에서 자연제방 5곳을 실험구간으로 선정하고 84개의 방형구를 설치하여 식물상, 식생피도, 평수위기준상대고도, 토양의 수분함량, 유기물함량, pH, 전기전도도 및 토성분석을 실시하였다. 식생단면조사의 피도값과 환경자료를 바탕으로 정준대응분석(Canonical correspondence analysis)을 실시한 결과 각 식물종은 평수위기준상대고도, 유기물함량, 모래함량 등에 의하여 3개의 그룹으로 구분되었으며 하천의 식생분포에 가장 큰 영향력을 끼치는 환경인자는 평수위기준상대고도로 나타났다.

진해만에서 춘계와 하계 성층기간 동안 환경요인과 식물플랑크톤 군집구조의 관계 (The Correlation between Environmental Factors and Phytoplankton Communities in Spring and Summer Stratified Water-column at Jinhae Bay, Korea)

  • 손문호;현봉길;김동선;최현우;김영옥;백승호
    • 환경생물
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    • 제30권3호
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    • pp.219-230
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    • 2012
  • 2010년 진해만의 춘계와 하계를 중심으로 환경요인 변화와 식물플랑크톤의 군집구조의 상관관계에 대한 생태학적 연구를 수행하였다. 식물플랑크톤의 생물량과 환경요인과의 상관관계를 조사하기 위해 수행한 다중상관분석과 CCA (Canonical Correspondance Analysis) 결과, 하계에 우점한 Chaetoceros spp., Skeletonema costatumlike spp., Pseudo-nitzschia delicatissima는 생물량 변화에 영향을 미치는 주요 요인을 선정할 수는 없었다. 반면, 춘계의 Cryptomonas spp.와 Pseudo-nitzschia multistriata 는 질산염과의 양(+)의 상관관계(p<0.05)가 있을 것으로 판단되었다. 하계에 나타난 식물플랑크톤과 환경요인간의 유의한 양 (+) 상관관계가 나타나지 않는 것은 강우에 의해 유입된 탁도 물질등에 의한 저층의 광합성 활성의 저하와 우점종의 구성과 생물량 차이에 의해 나타난 결과로 판단되었다. 또한 환경에 적응한 우점종의 분포특성은 진해만 광역해역을 부분적으로 구분할 수 있는 생물학적 요인으로 판단되었다. 결과적으로 식물플랑크톤과 환경요인과의 상관관계는 주요 우점종의 분포와 관련이 있었고, 특히 성층화된 하계에 우점한 식물플랑크톤 분포는 해역 구분에 중요한 인자로 활용 될 수 있었다.

여름철 남해도 연안 식물플랑크톤 군집 구조의 단기 변화 (Short-term Changes of Community Structure of Phytoplankton in Summer Around Namhae Island of Korea)

  • 임월애;강창근;김숙양;이삼근;김학균;정익교
    • ALGAE
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    • 제18권1호
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    • pp.49-58
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    • 2003
  • The short-term dynamics of the summer phytoplankton community structure were investigated in coastal waters around Namhae Island, the Southern Sea of Korea. The study was based on a comprehensive survey constituting 39 collections from 13 stations on July 18-22, August 1-2, 14-16 and 27-30, respectively. The community structure was analysed using cluster analysis and important environmental correlates of the assemblage structure were identified with canonical correspondence analysis (CCA). Water temperature, salinity, NO₂, NO₃, NH₄, PO₄, chlorophyll a and transparency were measured as physico-chemical environmental factors which may be associated with the phytoplankton community structure. Variations of salinity and concentrations of NO₃ and chlorophyll a were not significant. In addition to warmer water temperature, concentrations of NO₂, NO₄and PO₄ decreased at the beginning of August. And transparency was deeper and water column became very unstable after the middle of August. A wide taxonomic diversity was encountered during the survey, including a total of 121 taxa which was composed of 72 diatoms, 48 dinoflagellates and 1 euglenoid species. Cluster analysis showed that the Phytoplankton community could be divided into 4 distinct groups, indicating rapid changes of the community in the short course of this survey. These phytoplankton groups also showed distinctive dispersion patterns in 2-dimensional canonical space, indicating distinct groupings for stations at each survey. Dominant taxa of diatoms (Chaetoceros curvisetus, Chaetoceros spp., Leptocylindrus danicus, Leptocylindrus mediteraneus, Skeletonema costanum, and Pseudo-nitzschia pungen) clustered in region of CCA space corresponding to stations surveyed at the middle of July. Dominant taxa of dinoflagellates were tightly associated with stations surveyed at the middle (Karenia breve) and end (Cochlodinium polykrikoides and Polykrikos schwartzii) of August. The CCA also showed that the phytoplankton community compositions were highly associated with water temperature, transparency, NO₂, NH₄ and PO₄, suggesting that gradients in physical and nutrient conditions affect short-term changes in phytoplankton composition.

하계 진해만 광역조사 - 식물플랑크톤 군집구조의 단기변화와 수평적 분포특성 - (The Study of Summer Season in Jinhae Bay - Short-term Changes of Community Structure and Horizontal Distribution Characteristics of Phytoplankton -)

  • 백승호;김영옥
    • 환경생물
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    • 제28권3호
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    • pp.115-124
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    • 2010
  • 진해만 광역해역에서 하계 식물플랑크톤의 수평적 군집 구조를 파악하기 위해서 16개 정점에서 식물플랑크톤 개체수 밀도와 환경요인을 조사하였다. 식물플랑크톤은 총 66종이 출현하였고, 전체의 80% 이상이 규조류의 점유율을 보였고, 다음으로 와편모조류와 라피도조류순으로 관찰되었다. 규조류의 우점종은 Chaetoceros affinis, C. didymus, C. pseudocurvisetus, Leptocylindrus danicus, Pseudo-nitzchia pungens, Skeletonema costatum으로 나타났고, 와편모조류는 Cochlodinium polykrikoides, Gymnodinium impudicum, Karenia mikimotoi, Prorocentrium minimum, Protoperidium bipes, Scrippsiella trochoidea로 관찰되었다. 각 정점별 식물플랑크톤의 군집구조를 바탕으로 한 MDS와 Cluster 분석에서 하계 진해만 광역해역은 크게 2그룹으로 나누어졌다. 제1그룹은 마산만 내측 정점으로 담수기원으로 높은 영양염 농도와 낮은 염분농도의 영향을 강하게 받은 곳이다. 제2그룹은 나머지 다른 외측 정점으로 구분되었다. 정준대응을 근거로 한 분석(CCA)에서도 만 내측에 우점 출현한 크기가 작은 와편모조류 K. mikimotoi, P. minimum, P. bipes, S. trochoidea와 중심목 규조류 S. costatum, C. pseudocurvisetus는 DIN (암모니윰, 질산염, 아질산염)과 상관관계를 보였다. 이러한 결과는 본 해역에서 만 내측과 외측의 정점으로 식물 플랑크톤의 군집조성이 확연히 구분되고 있고, 특히 만내측에서 높은 Chl.a농도와 더불어 식물플랑크톤의 현존량이 높게 나타나고 있다는 것을 의미한다. 결과적으로 내만의 얇은 수심에서 하계 식물플랑크톤의 대증식을 유발할 수 있었던 것은 높은 질소기원의 영양염과 수온에 의한 영향으로 사료된다.

규조기반 전이함수를 활용한 Holocene 중기 이후 고창군 신덕리 일대의 정량적 해수면 변동 (Quantitative Reconstruction of Sea Level Change Using Diatom-Based Transfer Function at Sinduk-ri, Gochang-Gun Since the Middle Holocene)

  • 김정윤;윤순옥;양동윤;황상일
    • 한국지형학회지
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    • 제24권3호
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    • pp.13-25
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    • 2017
  • This study is quantitative reconstruction of palaeo sea level records around Sinduk-ri, Gochang-Gun. 7 cores were collected from GC14 to GC18 in order to examine the entire sedimentary facies and reconstruct the sea level records. The cores were analysed by AMS, sedimentary facies, diatom and WA-pls. As a result of the diatom analysis, diatom zone were classified as No diatom zone, B1 zone, M zone and B2 zone. The result of WA-pls was that the sea level was about 1.5m lower than the present level around 6,000 BP and about 1m lower during last 5,000 BP. Thereafter, sea level rose to the present during the Mc sub-diatom zone period. Moreover, during the Md sub-diatom zone period, sea level was about 0.5m higher than the present.