• 응용통계연구
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• 제28권1호
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• pp.49-60
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• 2015

군생태학에서 종, 장소 그리고 환경변수의 관계를 시각적으로 보기 위해 대응분석, 정준대응분석 등 다양한 서열화방법들을 사용한다. Ter Braak (1986), Jackson 등 (1991), Parmer (1993) 등은 고유값 및 거리그래프를 이용하여 서열화방법들을 비교하고 있는데, 이 방법들은 조사된 데이터에 근거하고 있기 때문에, 모집단과 행렬도의 관계를 보여주지는 못한다. 따라서, 본 논문에서는 행렬도에 모집단 정보의 표현정도를 측정하는 방법을 소개하고, 이를 활용하여 서열화방법들을 객관적으로 비교하였다. 비교결과, 정준대응분석은 대응분석과 유사한 정분류율을 유지하면서도 환경정보를 이차원 공간에 표현할 수 있는 장점을 지닌 분석임을 확인하였다.

• The Korean Journal of Ecology
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• 제15권2호
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• pp.117-125
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• 1992

TWINSPAN(two-way indicator species analysis), DCCA(detrended canonical correspondence analysis) and polar ordination method wee used so as to analyze the the relation between forest vegetation and hibitat of mudungsan(1, 187m) located in kwangju area. Vegetationsurvey consulted 1:25, 000 topographical map, set up 41 quadrats and analyzed from April, 1990 to August, 1991. Forest vegetation of mudungsan was classifild to quercus acutissima community, fraxinus mandshurica community, quercus mongolica community, quercus serrata community, quercus dentata community, quercus variabilis community, and pinus densiflora community by TWINSPANmethod, and this almost coincide with the result of plar ordination. according to DCCA analysis, P. densiflora community was formed in xeric and low altitude region which soil nutrient was poor, compared with other communities. q. variabilis and q. acutissima community wee distributed in the region that low altitude and organic matter content was comparatively low, but q. acutissima community was formed in a damp region while q. variabilis community in a xeric region. q. mongolica and f. mandshurica formed the communities in a high altitude region, especially f. mandshurica cmmunity was distributed in a high humidity region. According to polar ordination analysis, the forest vegetation was classified to 7 communities by means of environmental gradient such as humidity, organic matter, ph, temperature, c.e.c and P2O5.

• 생태와환경
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• 제41권spc호
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• pp.1-10
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• 2008

We patterned water quality of agricultural reservoirs according to the differences of six physico-chemical environmental factors (TN, TP, DO, BOD, COD, and SS) using four different ordination methods: Principal Components Analysis (PCA), Detrended Correspondence Analysis (DCA), Nonmetric Multidimensional Scaling (NMS), and Isometric Feature Mapping (Isomap). The data set was obtained from the water quality monitoring networks operated by the Ministry of Agriculture and Forestry and the Ministry of Environments. Chlorophyll-${\alpha}$ displayed the highest correlation with COD, followed by TP, BOD, SS, and TN (p<0.01), while negatively correlated with altitude and bank height of the reservoirs (p<0.01). Although four different ordination methods similarly patterned the reservoirs according to the gradient of nutrient concentration, PCA and NMS appeared to be the most efficient methods to pattern water quality of reservoirs based on the explanation power. Considering variable scores in the ordination map, the concentration of nutrients was positively correlated with Chl-${\alpha}$, while negatively correlated with altitude and bank height. These ordination methods may help to pattern agricultural reservoirs according to their water quality characteristics.

• 한국환경과학회지
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• 제32권5호
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• pp.329-341
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• 2023

We surveyed the vegetation of an ecological landscape preservation area (legally protected conservation areas or national parks) and the surrounding areas of Mt. Cheonggye, Republic of Korea, to explore the conservation implications for preservation areas and surrounding transition areas. We calculated diversity indices to identify the properties of the preservation and surrounding areas that are relevant to conservation efforts. We then compared the plant community composition between the areas using field and quadrat surveys in the preservation and surrounding areas. The cover of the dominant species in all tree and herb layers was markedly higher in the preservation area than in the peripheral zones. The species richness indices were significantly higher in the preservation area than in the peripheral zones. Ordination using detrended canonical correspondence analyses showed that the cover of the dominant tree species and rocks could explain the distribution of plant species in the Cartesian space of the ordination. Our results demonstrate that physiognomically designated protected areas match well with ecological data based on diversity indices and ordination analyses and that disturbances in the areas surrounding the ecological landscape of preservation areas can have considerable impacts on plant diversity indices. Hence, the preservation and management of surrounding areas are essential conservation elements for protecting the entire ecological landscape of preservation areas.

• 응용통계연구
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• 제28권3호
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• pp.485-494
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• 2015

정준대응분석은 생태학에서 장소, 종 그리고 환경변수의 관계를 시각적으로 보기 위해 가장 많이 사용되는 서열화 방법 중의 하나이다. 그런데 이 방법은 표본이 바뀔 때마다 분석결과가 달라지기 때문에 종 간의 생태학적 유사성에 대한 일관된 해석을 어렵게 한다. 본 연구에서는 이러한 문제점을 해결하기 위해 정준대응분석에 붓스트랩 방법을 활용하였다. 이를 통해 전체 관찰 자료수에 반비례하여 좌표점의 변이가 나타나고, 붓스트랩 신뢰구간을 사용한 포함확률이 명목확률에 근사함을 확인하였다.

• 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).

• The Korean Journal of Ecology
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• 제10권2호
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• pp.63-80
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• 1987

Detrended correspondence analysis(DCA) and two way indicator species analysis(TWINSPAN) were applied to Pinus densiflora stands nearby Seoul area in order to classify them into several groups based on herbaceous species and environmental relationships. The eighteen Pinus densiflora stands were perferenially selected, In each stand, 30 to 60 quadrats, (20X20)cm, were randomly estabilished. In each quadrat, all stems for herbaceous plants were recorded by species and their covers were measured. In addition environmental factors such as soil depth, thickness of litter layer, soil compressibility, tree density, basal area, elevation, slope and exposure were detemined for each stand. Four to twelve soil cores were collected and physical and KDICical properties were determined. This survey was conducted form 15, July, 1985 to 22, September, 1985. Analysis of the vegetation and environmental data were performed with DECORANA and TWINSPAN. Stand ordination (DECORANA) and classification (TWINSPAN) based on herbaceous species suggest that the stands can be classified into five groups in terms of herbaceous species composition and environmental relationships. Type I, Type II, Type III, Type IV and Type V were classified to SUBMESIC-CLO-SED-CANOPY (Artemisia keiskeana, Carex nanella), MESIC-CLOSED CANOPY (Spodiopogon sibiricus, Miscanthus sinensis, Carex nanella, Pteridum aquilinum, Melampyrum rosium), SUBMESIC-OPEN CANOPY (Carex nanella, Spodiopogon sibiricus, Miscanthus sinensis), XERIC-CLOSED CANOPY (Carex nanella, Spodiopogon sibiricus, Carex nanella), and XERIC-OPEN CANOPY (Arundinella hirts, Spodiopogon sibiricus, Carex nanella), respectively. These results were consitent with environmental trends on stan ordination. Application of the ordination and classifiaction to Pinus densiflora stands were effective as a approach on obtaining perliminary ecological information.

• 한국산림과학회지
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• 제81권4호
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• pp.310-319
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• 1992

백두산(白頭山) 삼림군집(森林群集)의 구조(構造) 및 종(種) 조성(組成)과 입지(立地)와의 관계(關係)를 구명(究明)하기 위하여 TWINSPAN과 DCCA를 사용(使用)여 분석(分析)한 결과(結果)는 다음과 같다. 중요치(重要値)가 높은 종(種)은 해발(海拔) 1,700m-1,950m 대(帶)에 서 Betula ermanii, Larix olgensis, Abies nephrolepis, Picea jezoensis 등(等)의 순(順)이고, 해발(海拔) 1,300-1,500m 대(帶)에서 Abies nephrolepis, Pinus koraiensis, Larix olgensis, Betula mandshurica, Picea jezoensis 등(等)의 순(順)이다. 삼림토양(森林土壤)은 유효인산량(有效燐酸量)에서 7ppm-1,153ppm으로 과대치를 보이고 있다. 백두산(白頭山)의 삼림군집(森林群集)과 해발고(海拔高)와의 관계를 살펴보면, 해발고(海拔高)가 높은 곳에서 낮은 곳으로 덤불오리나무, 사스래나무, 만주잎갈나무, 분비나무, 가문비나무, 잣나무, 신갈나무군집(群集) 등(等)의 순(順)으로 분포(分布)하고 있다. 사스래나무군락(群落)이 우점(優占)한 곳을 중심(中心)으로 사스래나무, 만주잎갈나무, 분비나무 사이의 관계(關係)을 살펴보면, 사스래나무군집(群集)은 해발고(海拔高)가 가장 높은 곳에, 사스래나무-만주잎갈나무군집(群集)은 유기물함량(有機物含量)과 $K^+$의 함량이 많은 곳에, 분비나무군집(群集)은 $Mg^{{+}{+}}$와 $Ca^{{+}{+}}$의 함량(含量)이 많은 곳에 주로 분포(分布)하고 있다. 군집(群集) 분포(分布)에 영향(影響)을 미치는 주요(主要) 환경요인(環境要因)은 해발고(海拔高)이다.

• 환경생물
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• 제27권4호
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• pp.334-340
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• 2009

조류가 식물 열매의 성숙도와 크기에 따라 어떻게 선택하는지를 알아보기 위하여 사육 중인 3종의 새에게 성숙도와 크기가 다른 식물 3종의 열매를 주어 그 먹는 양을 계수하고, 다변량통계로 분석하였다. 실험에 사용한 새는 금계(Chrysolophus pictus, 꿩과), 양비둘기(Columba rupestris, 비둘기과)와 자바공작 (Pavo muticus, 꿩과)이고, 열매는 왕벚나무(Prunus yedoensis, 장미과), 뜰보리수나무 (Elaeagnus multiflora, 보리수나무과)와 아그배나무(Malus sieboldii, 장미과)의 각각 3종류이다. 금계는 3종 열매에 관계없이 열매의 성숙도와 크기에 따른 뚜렷한 섭식 선호도를 보이진 않았다. 양비둘기는 왕벚나무와 뜰보리수나무는 열매의 크기에 관계없이 설익은 열매를 선호하기는 하나 아그배나무 열매는 크기나 성숙도에 따른 차이가 없었다. 공작은 왕벚나무와 뜰보리수나무 열매의 경우 크기에 관계없이 익은 열매를 선호하기는 하지만 아그배나무 열매에 대해서는 크기나 성숙도에 관계없이 거의 섭식하지 않았다. 새들 3종은 초기에 섭식 빈도가 높은 열매를 후기에도 많이 섭식하는 것으로 나타났다. 이상으로 볼 때 조류가 열매를 선택함에 있어서 열매의 종류에 따라 다르다는 것을 알 수 있었다. 그러나 열매의 크기에 따른 선호도는 차이가 없었다. 또한 조류가 먹이를 먹는 양은 초기 선택에 의해 결정된다고 판단된다.

• The Korean Journal of Ecology
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• 제17권3호
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• pp.391-413
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• 1994

The northernmost type of the monogolian oak forests in the Russian Far East was studied in terma of syntaxonomy and synchorology. Hand-sorting method, computer program TWIN-SPAN, CANOCO and SYN-TAX III were engaged for the classification and data analysis. Correlation between plant communitie and environmental factors was analyzed by DCA (Detrended Correspondence Analysis) using NeCD (Net Contribution Degree) of species. Three plant communities were recognized: the Abieti holophyllae-Quercetum mongolicae, the Lespedezo-quercetum mongolicas and the Rosa ussuriensis-Quercus mongolica communit. They were included into the alliance Jeffersonio-Quercion monogolicae which is representative to the cool-Temperate forests mixed by conierous and broadleaved trees in southern Sikhote Alin. Human impact was signified as the most important factor to interpret the disjunction of plant communities of which DCA ordination yielded sharp contrasting objects (i.e. stands and species). In the amhi-Tonghae region, alaogous vegetation types such as the Jeffersonio-Quercion monogolicae of Russian Far East, the Quercion grosseserratae of Japanese Hokkaido and the Pino koraiensis-Quercion monogolicae of Koream peninusula were reviewed in terms of similarity of species composition and stratum structure. It is signified that the Jeffersonio-Quercion monogolicae was one of the continental types more similar to Korean alliance that to Japanese one.