• 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.

• 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.

• 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.

• The Korean Journal of Ecology
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• 제21권3호
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• pp.291-300
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• 1998

The forest vegetation of Mt. Odae based on the interspecific relationship was classified into 4 groups : Quercus mongolica, Pinus densiflora, Quercus variabilis and Patrinia saniculaefolia. Thirty-one species of Quercus mongolica group including Quercus mongolica and Acer mone, 12 species of Pinus densiflora group comprising Pinus densiflora and Spodiopogon sibiricus, 6 species of Quercus variabilis group and 4 species of Patrinia saniculaefolia were positively correlated. in the results of species ordination by principal component analysis, 7 clusters by the humidity and acidity of soil, 4 clusters by the humidity and light intensity and 7 clusters by the acidity and light intensity were formed. The plot ordination showed that the distribution of species based on the humidity, soil acidity and total organic matters was in the order of Pinus densiflora, Quercus variabilis and Quercus mongolica groups, and based on the light intensity was in the order of Quercus variabilis, Pinus densiflora and Quercus mongolica groups.

• International Journal of Contents
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• 제8권3호
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• pp.42-51
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• 2012

Korea has entered into the Post Catching-up era and the necessity of new innovation strategy in response is being raised. This study argues the necessity of new innovation strategy and discusses the issue of co-ordination between R&D and Human Resource for that as the key factor. From empirical analysis, there seems to be restricted inflow of outstanding human resources to manufacturing sectors and lowering effectiveness of major even with the improved compatibility between major and job. Especially, it is severe in the industries with high R&D investment. It can be interpreted as an incoordination of the technological innovation efforts from the aspect of R&D investment with human resource utilization from the aspect of new human resource. The analytical result and interpretation suggests that there should be more active improvement on the co-ordination between innovative manufacturers' efforts and human resource utilization, in order to keep sustainable development.

• Journal of Plant Biology
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• 제25권2호
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• pp.83-99
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• 1982

In this study, thirty-two stands in Kwangnung forest located in the central part of Korea were preferentially selected. In each stand, all stems for trees and shrubs were recorded by species and their girths were measured down to 5cm. In addition, several enviromental factors such as field soil pH, field soil moisture, soil compressibility, depth of soil, thickness of litter layer, elevation and basal area were measured. Three soil cores were sampled and various physical and chemcial properties was determined. The vegetational data were subjected to three kinds of multivariate ordination(PO, PCA, RA). The results suggested that Kwangnung forest was consisted of three forest types: coniferous, mixed and broad leaved forest communities. The relation between the stand scores of ordination and several environmental factors were investigated in terms of correlation analysis in order to examine the relationships between the vegetation and certain environmental factors. As a result of this analysis, the amount of sand content in A1 horizon decreased frm the coniferous to broad leaved forest, while maximum field capacity, pore space, exchangeable cations, loss on ignition, soil pH nad the amount of total nitrogen had a tendancy to increase significantly. However, easily soluble phosphorus appeared to have little to do with the forest types. The result of species ordination of centered-standardized PCA suggested that the major successional pathway in Kwangnung forest was; Pinus densifloralongrightarrowQuercus mongolica, Q. serrata, Q. alienalongrightarrowCarpinus laxifloralongrightarrowC. erosa in sequence. This trend is in good agreement with the past studies. In three kinds of ordination (centered PCA, centered-standardized PCA and RA) based on nineteen species and twenty-five stands, the total variances accounted for the first three axes were 77%, 46% and 63% respectively. The estimated beta diversity in Kwangnung forest assumed as a coenocline, was 1.5~1.8 HC. Increasing the effect of the sampling errors on ordination perfermance, this low heterogeneity seems to cause the poor concentration of the total variance. The results from the four kinds of ordination were in good agreement with each other, especially between PO, centered-standardized PCA and RA appeared robust. It seems to be worthy of applying multivariate method for analyzing other forest communities in Korea.

• 한국잡초학회지
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• 제2권2호
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• pp.129-140
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• 1982

식물(植物) 생태학(生態學)에서 식생분석(植生分析)에 이용(利用)되는 two-dimensional ordination 분석법(分析法)을 사용(使用)하여 잡초군락형살초(雜草群落型殺草) spectrum을 분류(分類)하여 효과적(效果的)인 제초제선발(除草制選拔), 체계처리(體系處理) 및 약제가격절감(藥劑價格節減)을 위(爲)한 기초자료(基礎資料)를 얻고자 2개년(個年)(1980, 1981)에 걸쳐 포장시험(圃場試驗) 및 pot시험(試驗)으로 실시(實施)하였던 결과(結果)를 요약(要約)하면 다음과 같다. 1. 26종(種)의 수도용(水稻用) 제초제(除草劑)를 pot 시험(試驗)으로 처리(處理)하여 제초제군(除草劑群)을 분류(分類)한 결과(結果) 마디꽃 (48%) - 올챙고랭이 (35%) - 알방동산이 (8%) 잡초군락형(雜草群落型)에서는 6개군(個群), 마디꽃 (45%) - 물달개비 (35%) - 바람하늘직이 (9%) 잡초군락형(雜草群落型)에서는 10 개군(個群)으로 분류(分類)되었다. 2. 포장(圃場) 시험결과(試驗結果)에 있어 18종(種)의 제초제(除草劑)를 너도방동산이 (37%) - 올챙고랭이 (19%) - 물달개비 (14%) - 피 (7%) - 사마귀풀 (6%) 잡초군락형((雜草群落型)에서 처리(處理)하였던 결과(結果) 7개(個) 제초제군(除草劑郡)으로 분류(分類)되었고, 물달개비 (40%) - 여뀌바늘 (27%) - 너도 방동산이 (17%) - 올챙고랭이 (12%) 잡초군락형(雜草群落型에)에서 19종(種)의 제초제(除草劑)를 처리(處理)하였던 결과(結果)는 14개(個) 제초제군(除草劑群)으로 분류(分類)되었다. 3. two-dimensional ordination 분석법(分析法)은 제초제살초(除草劑殺草) spectrum 분류(分類)뿐만 아니라 제초제처리방법(除草劑處理方法)에 따른 문제잡초(問題雜草)를 구명(究明)하는데도 이용(利用)이 가능(可能)하였다. 4. 본(本) 시험결과(試驗結果)를 미루어 보아 효과적(效果的)인 제초제사용(除草劑使用)을 위(爲)해서는 단순(單純)히 제초제(除草劑) 상호간(相互間)의 유사성계수(類似性係數)(Similarity coefficient)를 이용(利用)하는 것 보다 two-dimensional ordination 분석법(分析法)을 이용(利用)하므로서 효과적(效果的)인 제초제선발(除草劑選拔), 살초(殺草) spectrum 증대(增大)를 위(爲)한 혼합처리(混合處理) 또는 체계처리(體系處理) 및 약제가격(藥劑價格)을 절감(節減)하기 위(爲)한 혼합처리(混合處理) 등(等)에 관(關)한 정보(情報)를 비교적(比較的) 쉽게 얻을 수 있었다.

• 한국산림과학회지
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• 제78권3호
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• pp.255-262
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• 1989

강원도(江原道) 점봉산(點鳳山) 일대 중생혼효림(中生混淆林)의 식생(植生)에 대하여 Classification과 Ordination을 병행 사용한 분석법을 시도하였다. 조사 삼림내의 70개 표본구에 나타난 8종(種)의 목본식물(木本植物)의 수도(數度)를 바탕으로, Classification기법(技) 중의 하나인 Cluster 분석에 의하여 다섯 식생군(植生群)이 분류(分類)되었으며, 각 식생군(植生群) 별로 수종(樹種) 다양성(多樣性)도 비교 검토되었다. Cluster 분석이 분류한 식생군(植生群)별 교목(喬木) 수종(樹種)의 중요치(重要値)를 매개변수(媒介變數)로 하여 Principal component analysis (PCA) 한 결과로써 각 식생군별 수종(樹種) 구성(構成) 상태(狀態)의 유사성(類似性)을 비교할 수 있었다. 단풍나무, 물푸레나무, 신갈나무 그리고 고로쇠나무의 eigenvector 즉, 식생군이 ordination된 좌표(座標) 위치를 결정하는 인자(因子) 부가율(附加率)이 높게 나타남으로써, 본 연구대상 삼림(森林)에서는 이들 네가지 수종(樹種)의 분포(分布)가 삼림군의(森林群義) 분류(分類)의 핵심이라 할 수 있다.

• The Korean Journal of Ecology
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• 제23권6호
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• pp.453-460
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• 2000

The forest vegetation of Mt. seondal was classified into eight communities and one afforestation by the phytosocialogical method (Z-M method). In general, Quercus mongolica trees occupied most of the area, while afforestation forest was distributed on the lower slope, cultivated land, and at the vicinity of village. The vegetation on the top part of Mt. Seondal was comparatively well preserved, but that in the lower areas has been disturbed heavily by human activity and some had mixed forests composed of pine trees, oaks, ashes, and Rhododendron micrantum shrub. By cluster analysis method. nine groups were identified as follows : Quercus mongolica group, Q. mongolica - Pinus densiflora group, Q. mongolica - Rhododendron schlipen - bachii group, Q. mongolica - Symplocos chinensis for. pilosa group, P. densiflora group, Juglans mandshurica group, Fraxinus mandshurica group, Betula costata group and Larix leptolepis group. These groups showed differences in species composition, but Quercus mongolica, Q. mongolica - P. densiflora, Q. mongolica - R. schlippenbachii and Q. mongolica - S. chinensis for. pilosa groups among them showed very similar floristic composition to each other. In the relationship between polar ordination axes and environmental variables, altitude was the environmental factor determining variation in species composition along axis X and soil moisture was the environmental along axis Y. They were the main factors in determining forest vegetation. The result of cluster analysis and polar ordination for the forest vegetation were corresponded to those of phytosocialogical classification in classifying vegetation.

• 한국산림과학회지
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• 제77권1호
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• pp.73-82
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• 1988

가야산(伽倻山) 홍류동계곡(紅流洞溪谷)의 식생군집구조분석(植生群集構造分析)을 위하여 11개 장소에 조사구(調査區)를 설치하고 조사된 식생자료(植生資料)로서 3가지의 ordination 방법(polar, principal component analysis, reciprocal averaging)을 적용한 결과, 삼림군집(森林群集)은 소나무군집(群集)과 갈참나무군집(群集)으로 구분되었다. 각 조사구마다 측정한 환경요소(環境要素)와 ordination 결과의 stand scores와의 상관분석(相關分析)에 의하면 소나무군집(群集)에서 갈참나무군집(群集)으로 이행할수록 토양(土壤) pH, 토양유기물함량(土壤有機物含量), 토양함수량(土壤含水量)의 증가는 유의적(有意的)인 관계가 성립되었다. 식생군집구조분석(植生群集構造分析)의 결과에 의하면 평균상대우점식(平均相對優占植)에서 소나무와 참나무류간에는 부(負)의 상관관계(相關關係)가, 소나무의 상대우점치와 종다양도(種多樣度), 균재도(均在度)간에도 부(負)의 상관관계가 인정되었다. Ordination 방법중 reciprocal averaging 방법이 본 연구에서는 가장 효과적이었으며, RA방법에 의하여 추정된 천이과정(遷移過程)은 교목층(喬木層)인 상층(上層)은 소나무${\rightarrow}$굴참나무${\rightarrow}$갈참나무 및 서어나무의 순이었고, 중층(中層)은 참싸리${\rightarrow}$옻나무류, 철쭉${\rightarrow}$쇠물푸레, 생강나무${\rightarrow}$참회나무, 병꽃나무, 작살나무의 순이었다.