• Proceedings of the Korea Water Resources Association Conference
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• 2023.05a
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• pp.189-189
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• 2023

최근 이상 기후변화로 인해 환경과 생태계 등 다양한 분야에서 문제들이 발생하고 있다. 특히 하천에서는 유량 부족, 부영양화, 탁수 등 수질 악화 현상이 대두되고 있어 체계적인 하천 수질관리의 필요성이 높아지고 있다. 국내에서는 수질오염총량제도를 통해 BOD, T-P 항목을 대상물질로 수계의 수질을 관리하고 있지만, 오염원이 다양해짐에 따라 다항목의 수질인자를 활용한 평가방안이 필요한 실정이다. 최근 효율적인 하천의 수질관리를 위해 다양한 항목을 고려한 종합적인 수질 평가 방법이 도입되고 있다. 국내외에서는 하천의 종합적인 수질을 평가하고자 CCME WQI, RTWQI, NSFWQI 등의 수질지수(Water Quality Index, WQI)를 개발하여 하천의 복잡한 수질 정보를 점수 및 등급으로 산정하여 하천의 수질을 평가하고 있으나 하천 유역 특성에 따라 주요 영향 인자가 상이하므로 유역 특성에 따른 맞춤형 수질관리가 필요하다. 본 연구에서는 유역 특성별 수질을 평가하기 위해 의사결정나무 기법을 적용한 수질지수를 산정하고자 한다. 군집분석을 통해 비슷한 특징을 가지는 유역을 분류하고, 군집별 특성 및 관계 분석을 통해 유역별 주요 수질인자 도출 및 가중치를 산정하여 군집별 적합한 수질지수를 산정하고자 한다. 이러한 연구를 통해 유역 특성별 수질 관리를 위한 기초 자료로 활용될 수 있을 것으로 사료된다.

• The Korean Journal of Applied Statistics
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• v.24 no.6
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• pp.1077-1094
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• 2011

We accomplish clustering analyses for yeast cell cycle microarray expression data. To reflect the characteristics of a time-course data, we screen the genes using the test statistics with Fourier coefficients applying a FDR procedure. We compare the results done by model-based clustering, K-means, PAM, SOM, hierarchical Ward method and Fuzzy method with the yeast data. As the validity measure for clustering results, connectivity, Dunn index and silhouette values are computed and compared. A biological interpretation with GO analysis is also included.

• Korean Journal of Environment and Ecology
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• v.10 no.2
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• pp.270-282
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• 1997

This investgation was performed to provide basic data for the management program of the Soraksan national park. Sixty plots were set up and surveyed in the Sinhungsa-Wasondae Area. The vegetation was divided into two communities, Pinus densiflora community and Quercus serrata community, according to the analysis of DCA ordination. It was found out that the succession of the Pinus densiflora comunity would proceed to Quercus serrata community of which components was dominant in understory layer and shrub layer. And it was found out that in the Quercus serrata community the Pinus densiflora being mainly big size in DBH would becomr dominant comtinuously. Shannon's diversity of both community were 1.2554 and 1.1134 respectively. The numbers of woody species per 100m$^{2}$ ranged 7 to 26, and the average number of woody species was 13.

• Korean journal of applied entomology
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• v.34 no.2
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• pp.120-126
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• 1995

This study investigated the soil oribatid mite community at planatations of the Korean white pine, planted in different years. The soil samples $(10\times10\times5cm)$ were taken monthly from Jun 1988 to July 1989, and soil microarthropods in th sample were extracted using the Tullgren funnel for 72 hors. The diversity indices decreased at the older plantation sites with the maximum point in January and the minimum in September. The richness indices showed the maximum point in June and the minimum in may. The dominance indices increased at the older plantation and showed the maximum point in April, May, the minimum in January. The indices of aggregation of Oribatid mites species showed concentrated distribution in the average 1.9. The older plantation, the more indices increase. The seasonal variation of th indices tended to be greatest in April, August and at lowest in January. The richness indices was positively correlated with shannon-wiener, evenness indices. The dominance, aggregation indices was negatively correlated with shannon, evenness, richness indices.

• The Korean Journal of Applied Statistics
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• v.22 no.4
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• pp.745-758
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• 2009

Cluster analysis is the automated search for groups of related observations in a data set. To group the observations into clusters many techniques has been proposed, and a variety measures aimed at validating the results of a cluster analysis have been suggested. In this paper, we compare complete linkage, Ward's method, K-means and model-based clustering and compute validity measures such as connectivity, Dunn Index and silhouette with simulated data from multivariate distributions. We also select a clustering algorithm and determine the number of clusters of Korean consumers based on Korean consumers' palatability scores for Hanwoo bull in BBQ cooking method.

• Journal of the Korean Association of Geographic Information Studies
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• v.10 no.4
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• pp.75-86
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• 2007

The subjects were fifteen dong at downtown of Busan. LQ index and cluster analysis were used to research space functions of downtown in both years, that is to say, 2000 and 2005. At the analysis of LQ index in 2000, the secondary industries were specialized at traditional markets as well as large-scaled commercial districts, while the tertiary industries were done at financial business districts. LQ index in 2005 did not make change mostly comparing with the one in 2000: But, main businesses at downtown that belonged to the tertiary industries rapidly dwindled at old downtown to make appearance at Seomyeon of new downtown. Main businesses at old downtown in the past moved to new downtown to dwindle main functions at old downtown. The cluster analysis was done by using LQ index to classify into three clusters. The first cluster was old downtown that functions of downtown dwindle, and the second cluster was residence area, and the third cluster was the area where space function at downtown was very much active. The findings were as follow: Firstly, various kinds of urban regeneration plans should be made to control dwindling of old downtown and to establish comprehensive and systematic plans on new downtown. Secondly, downtown space functions could be placed depending upon specialization of each industry so that industries being suitable to the area should be introduced to construct development base.

• Proceedings of the Korea Water Resources Association Conference
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• 2009.05a
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• pp.1551-1554
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• 2009

가뭄은 여러 수문학적 재해유발 요인 중에서 극심한 피해를 유발시키는 자연재해 중의 하나이다. 가뭄은 장기간 동안 계속되어 물순환과정에 악영향을 끼치며 이로 인해 물부족을 유발시켜 농업 등의 산업에 재해를 유발시키고 있는 실정이다. 가뭄은 학문적으로 기상학적, 농업적, 수문학적, 사회 경제적 가뭄으로 구분할 수 있으며 학문적으로 분류된 가뭄은 조건에 따라 가뭄현상의 정의가 약간씩 달라지게 된다. 따라서 본 연구에서는 여러 가뭄지수 중에서 비교적 산정과정이 간단하고 기상학적인 가뭄과 농업적 가뭄을 고려할 수 있는 가뭄지수인 과우일수를 산정하였다. 분석대상 지역은 우리나라의 기상청에서 관할하며 30년 이상 관측된 자료를 이용하였다. 산정된 과우일수의 군집분석을 통해 우리나라 가뭄지역 구분을 수행하였다.

• Korean Journal of Environment and Ecology
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• v.14 no.4
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• pp.238-251
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• 2001

본 연구는 계룡산국립공원 동학사 계곡의 식물군집구조를 파악하기 위하여 실시되었으며, 10cm$\times$10m(100$\m^2$) 조사구를 52개 설정하여 식생조사를 실시하였다. 52개 조사구는 TWINSPAN에 의한 classifi-cation 분석과 DCA ordination 분석을 통하여 소나무군집(16개 조사구), 밤나무군집(4개 조사구), 신갈나무군집(5개 조사구), 졸참나무군집(13개 조사구), 느티나무군집(4개 군집), 서어나무군집(10개 조사구)으로 나누어졌다. 6개 군집의 천이경향을 살펴보면 소나무군집, 신갈나무군집, 졸참나무군집,느티나무군집은 각 층위별 안정된 층위구조로 현상태를 유지할 것이며, 밤나무구닙은 참나무류를 거쳐 서어나무로의 천이가 진행될 것으로 판단되었고, 서어나무군집은 졸참나무와 굴참나무군집으로 퇴행천이될 것이다. 6개 군집의 Shannon의 종다양도지수는 1.2732~1.4699이었다.

• Korean Journal of Environment and Ecology
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• v.3 no.1
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• pp.28-41
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• 1989

A survey of Hongryu-Dong and Chi-in district. Gaya National Park, was conducted using 40 sample sites of 500$m^2$ size. TWINSPAN classification confirmed a complex pattern of both local and geographical variation in the vegetation: Dry and wet community types. Within dry community types, two floristic assocation of Pinus densiflora were defined according to local variation. Within wet community types. two floristic association were defined according to altitude. Those associations can be further subdivided floristically into eight subassociation. The vegetation pattern presented by DCA ordination corresponds to one of TWINSPAN at the first two division. The DCA ordination was successful in separating Pinus densiflora from broad leaf forest. Ordination of samples produced arrangements reflectly environmental gradient of soil. The correlation between the first axe of DCA and soil moisture, soil acid, altitude, maximum species diversity and species diversity was significantly negative. The similarity index between each community was very low level.

• Korean Journal of Ecology and Environment
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• v.45 no.1
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• pp.1-10
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• 2012

The Jinwi stream, which is located in the Gyeonggi Province, shows a large variation in water quality from the upper stream to downstream. Therefore the Jinwi stream is suitable for assessing changes to the benthic macroinvertebrate community structure according to saprobity. This study was conducted to find out the applicability of biotic indices for water quality pollution through an analysis of the correlation between water quality and benthic macroinvertebrate indices for the Jinwi stream. Along with the pollution of water, the species composition of Ephemeroptera decreased, while that of Annelida increased. The ecological score for the benthic macroinvertebrate community (ESB) showed more significant correlations than any other biotic index (H', DI, R1, J, EPT and KSI) with the water quality items.