• Title/Summary/Keyword: community clustering

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A Big Data Analysis of Public Interest in Defense Reform 2.0 and Suggestions for Policy Completion

  • Kim, Tae Kyoung;Kang, Wonseok
    • Journal of East Asia Management
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    • 제4권1호
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    • pp.1-22
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    • 2023
  • This study conducted a big data analysis study through text mining and semantic network analysis to explore the perception of defense reform 2.0. The collected data were analyzed with the top 70 keywords as the appropriate range for network visualization. Through word frequency analysis, connection centrality analysis, and an N-gram analysis, we identified issues that received much attention such as troop reduction, shortening of military service period, dismantling of the border area unit, and returning wartime operational control. In particular, the results of clustering words through CONCOR analysis showed that there was a great interest in pursuing the technical group, concerns about military capacity reduction, and reorganization of manpower structure. The results of the analysis through text mining techniques are as follows. First, it was found that there was a lack of awareness about measures to reinforce the reduced troops while receiving much attention to the reduction of troops in Defense Reform 2.0. Second, it was found that it is necessary to actively communicate with the local community due to the deconstruction and movement of the border area units, such as the decrease of the population of the region and the collapse of the local commercial area. Third, it was judged that it is necessary to show substantial results through the promotion of barracks culture and the defense industry, which showed that there was less interest than military structure and defense operation from the people and the introduction of active policies. Through this study, we analyzed the public's interest in defense reform 2.0, which is a representative defense policy, and suggested a plan to draw support for national policy.

Bacterial communities in the feces of insectivorous bats in South Korea

  • Injung An;Byeori Kim;Sungbae Joo;Kihyun Kim;Taek-Woo Lee
    • Journal of Ecology and Environment
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    • 제48권2호
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    • pp.120-127
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    • 2024
  • Bats serve as vectors and natural reservoir hosts for various infectious viruses, bacteria, and fungi. These pathogens have also been detected in bat feces and can cause severe illnesses in hosts, other animals, and humans. Because pathogens can easily spread into the environment through bat feces, determining the bacterial communities in bat guano is crucial to mitigate potential disease transmission and outbreaks. This study primarily aimed to examine bacterial communities in the feces of insectivorous bats living in South Korea. Fecal samples were collected after capturing 84 individuals of four different bat species in two regions of South Korea, and the bacterial microbiota was assessed through next generation sequencing of the 16S rRNA gene. The results revealed that, with respect to the relative abundance at the phylum level, Myotis bombinus was dominated by Firmicutes (47.24%) and Proteobacteria (42.66%) whereas Miniopterus fuliginosus (82.78%), Rhinolophus ferrumequinum (63.46%), and Myotis macrodactylus (78.04%) were dominated by Proteobacteria. Alpha diversity analysis showed no difference in abundance between species and a significant difference (p < 0.05) between M. bombinus and M. fuliginosus. Beta-diversity analysis revealed that Clostridium, Asaia, and Enterobacteriaceae_g were clustered as major factors at the genus level using principal component analysis. Additionally, linear discriminant analysis effect size was conducted based on relative expression information to select bacterial markers for each bat species. Clostridium was relatively abundant in M. bombinus, whereas Mycoplasma_g10 was relatively abundant in R. ferrumequinum. Our results provide an overview of bat guano microbiota diversity and the significance of pathogenic taxa for humans and the environment, highlighting a better understanding of preventing emerging diseases. We anticipate that this research will yield bioinformatic data to advance our knowledge of overall microbial genetic diversity and clustering characteristics in insectivorous bat feces in South Korea.

천연기념물 제374호 제주 평대리 비자나무림의 식물생태학적 가치 제고 (A Study on the Synecological Values of the Torreya nucifera Forest (Natural Monument No. 374) at Pyeongdae-ri in Jeju Island)

  • 최병기;이진범
    • 한국전통조경학회지
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    • 제33권4호
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    • pp.87-98
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    • 2015
  • 제주도 평대리에 위치한 천연기념물 374호, 비자나무림에 대해 식물사회학적 방법 및 수리적 분석에 의한 연구가 이루어졌다. 본 연구의 목적은 비자나무림이 가지는 생태적 특성을 규명하는데 목적을 두고 있으며, 한반도 내 공간적 분포특성을 파악하고 비교하고자 하였다. 국내외 지역에 분포하는 식생대와의 상관관계 분석을 위해 NMDS와 집괴분석법이 활용되었다. 제주 평대리 비자나무림은 12개의 식물사회학적 조사표를 바탕으로 비자나무-상산군락으로 분류되었으며, 서식처 환경을 반영한 전형하위군락과 가는쇠고사리하위군락으로 구분되었다. 또한 식생의 서식처 특성과 비자나무림 발달에 근거를 제공하는 추가적인 진단종군(꽝꽝나무, 단풍나무, 양하, 산쪽풀, 긴사상자, 처녀이끼 등)이 제안되었다. 제주도 내 동일식생대 식생의 종조성 분석 및 국내 기타 비자나무림들과의 좌표결정과 집괴분석 비교를 통해서 평대리 비자나무림은 종조성 및 식생구조에 있어서 매우 독립적인 특성을 나타내고 있는 것으로 확인되었다. 국외 비자나무림과의 비교에서 평대리 비자나무림이 가지는 특성이 확인되었으며, 자생지와는 종조성 및 식생유형에서 많은 차이를 보이는 것으로 밝혀졌다. 평대리 비자나무림에 대한 식물생태학적 평가가 이루어졌으며, 국가중요자연자원에 대한 평가규정에 대해 고찰하였다.

Seasonal fluctuations and changing characteristics of a temperate zone wetland bird community

  • Lee, Soo-Dong;Kang, Hyun-Kyung
    • Journal of Ecology and Environment
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    • 제43권2호
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    • pp.104-116
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    • 2019
  • Background: The composition of wild bird populations in temperate zones greatly varies depending on phenological changes rather than other environmental factors. Particularly, wild birds appearing in wetlands fluctuate greatly due to the crossover of species arriving for breeding during the summer and for wintering. Therefore, to understand the changes to species composition related to phenology, we conducted this basic analysis of populations to further the cause of the protection of wetland-dependent wild birds. Methods: It is wrong to simply divide a wild bird population investigation into seasons. This study identifies species composition and indicator species that change along with seasons. Wetlands to be surveyed are protected by natural monuments and wetland inventory and are in a state close to nature. In order to identify as many species as possible in wetlands, a survey was conducted in both shallow and deep wetlands. The water depth varied in these areas, ranging from 0.2 to 2.0 m, allowing for both dabbling and diving ducks to inhabit the area. Surveys were conducted using line-transect and distance sampling methods and were conducted at intervals of 2 weeks. The survey was conducted under the following three categories: the eco-tone and emergent zone, the submergent zone, and the water surface. The survey was conducted along a wetland boundary by observing wild birds. A PC-ord program was used for clustering, and the SAS program was used to analyze the changes in species composition. The data strongly indicates that day length is the main factor for seasonal migration periods, despite the fact that climate change and increasing temperatures are often discussed. Results and conclusions: The indicator species for determining seasons include migrant birds such as Ardea cinerea, Alcedo atthis, Anas penelope, and Poiceps ruficollis, as well as resident birds such as Streptopelia orientalis and Emberiza elegans. Importantly, increases in local individual counts of these species may also serve as indicators. The survey results of seasonal fluctuations in temperate zones shows that spring (April to June), summer (July to September), autumn (October), and winter (November to March) are clearly distinguishable, even though spring and summer seasons tend to overlap, leading to the conclusion that additional research could more clearly identify fluctuation patterns in species composition and abundance in the study area.

면봉산 일대의 산림군집분류 및 임분구조 특성 - 경북대학교 청송학술림을 중심으로 - (The Classification of Forest Community and Character of Stand Structure in Mt. Myeonbong - Focused on Research Forest in Kyungpook National University, Cheongsong -)

  • 박병주;김재진;변준기;천광일;주성현;이영근
    • 한국산림과학회지
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    • 제105권4호
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    • pp.391-400
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    • 2016
  • 연구는 경북대학교 청송학술림이 속한 면봉산 일대 임분구조의 특성을 분석하여 학술림의 효과적인 산림 경영 및 보전을 위한 생태적 데이터베이스를 마련하기 위하여 실시하였다. 클러스터분석 결과 총 6개의 군집으로 분류되었다(신갈나무-소나무 군집, 소나무 군집, 까치박달 군집, 물푸레나무-고로쇠나무-당단풍나무 군집, 신갈나무-굴참나무 군집, 신갈나무 군집). 중요치 분석결과 소나무군락은 능선부에, 신갈나무군락은 사면부, 물푸레나무, 당단풍나무, 고로쇠나무, 까치박달 등은 계곡부에 주로 우점하고 있다. 종풍부도 분석결과 까치박달 군집, 물푸레나무-고로쇠나무-당단풍나무 군집, 북사면, 계곡부가 높은 수치를 기록하였으며, 해발고도가 높을수록, 경사가 급할수록 종풍부도가 감소하는 경향을 나타내었다. NMS분석 결과, 상층과 중층, 관목층과 초본층 모두 종풍부도의 영향을 받은 것으로 분석되었다.

순환대사위험요인의 관련성에서 비만지표인자인 허리둘레와 체질량지수의 비교 (General and abdominal obesity and risk of cardiometabolic factors in the community dwelling women)

  • 신소희;소위영;김현수
    • 한국융합학회논문지
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    • 제9권1호
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    • pp.233-240
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    • 2018
  • 이 연구는 체질량지수(Body mass index, BMI)가 정상이고 허리둘레(Waist circumference; WC)가 높은 여성과 WC가 정상이고 BMI가 비만인 성인여성들의 순환대사위험요인을 검토하는 것이었다. 대상자는 여성 1,447명(30-60세)이었으며 BMI와 WC에 따라 4 그룹, 즉 그룹 1 (BMI<$25kg/m^2$, WC<85cm) 그룹 2 (BMI<$25kg/m^2$, WC>85cm) 그룹 3(BMI>$25kg/m^2$, WC<85cm) 그룹 4 (BMI>$25kg/m^2$, WC>85cm)로 구분하였다. 그룹 2는 그룹 1에 비해 위험요인을 1개 이상 가지고 있을 확률이 1.89배 높았으며, 2개 이상인 경우도 1.75배 높았다(p<0.05). 결론적으로 정상체중이지만 허리둘레가 높은 복부비만자들을 초기에 조사하여 더 악화되기 이전에 적절한 개인별 운동 및 식사 처방을 제공함으로써 이들이 건강하지 못한 형태로 악화되는 것을 예방할 수 있을 것이다. 또한 이들을 위한 적절한 운동내용에 대한 연구도 추후 이루어져야 할 것이다.

한국 거문도 주변 새우조망 어획된 새우류의 종조성과 계절변동 (Species Composition and Seasonal Variations of the Shrimp Beam Trawl Fisheries in the Adjacent Waters Geomundo, Korea)

  • 오택윤;김주일;고정락;차형기;이주희
    • 수산해양기술연구
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    • 제39권1호
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    • pp.63-76
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    • 2003
  • 전라남도 여수시의 거문도, 초도, 손죽도 주변해역에서 1998년 11월부터 1999년 10월까지 12회 걸쳐 새우조망에 어획된 새우류의 종조성과 계절변동을 조사하였다. 조사해역의 수심은 20∼80m이고, 이 해역의 저층 수온의 연중범위는 8.3∼21.3$^{\circ}C$이며, 저질은 니질대 또는 사니질이었다. 조사기간 동안 채집된 새우류는 총 11과 26속 37종 702,681개체가 출현하고 우점종은 그라비새우 48.52%, 긴줄꼬마도화새우 21.83%, 민새우 11.25%, 대롱수염새우 7.24%로 나타났다. 꽃새우, 민새우, 그라비새우는 15개 전 정점에서 골고루 출현하였으며, 대롱수염새우, 산모양깔깔새우, 긴줄꼬마도화새우는 거문도 주변해역(C구역)에서 출현하였으며, 중하, 긴발딱총새우는 초도, 손죽도 주변해역(A, B구역)에서만 출현하였다. 군집구조를 나타내는 종다양도 지수, 균등도 지수, 우점도지수는 정점 13에서 0.73과 0.61로 다양성 지수와 균등도 지수 가장 높게 나타내었고, 정점 4에서 0.14, 0.11로 가장 낮은 다양성 지수와 균등도 지수를 나타내었다. 정점별 군집의 유사도에 의하면 같은 수역인 정점 1, 7에서 0.673으로 가장 유사하고, 유사도 0.25 수준에서 거문도수역 집단(정점 10, 11)과 초도, 손죽도수역집단(정점 1∼9)으로 구분되는 것으로 나타났다.

Principal Component Analysis와 Multi-Dimensional Scaling 분석을 이용한 시화공단 시흥천의 수질지표 및 미생물 군집 분포 연구 (Assessing Water Quality of Siheung Stream in Shihwa Industrial Complex Using Both Principal Component Analysis and Multi-Dimensional Scaling Analysis of Korean Water Quality Index and Microbial Community Data)

  • 서경진;김주미;김민정;김성근;이지은;김인영;조경덕;고광표
    • 한국환경보건학회지
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    • 제35권6호
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    • pp.517-525
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    • 2009
  • The water quality of Lake Shihwa had been rapidly deteriorating since 1994 due to wastewater input from the watersheds, limited water circulation and the lack of a wastewater treatment policy. In 2000, the government decided to open the tidal embankment and make a comprehensive management plan to improve the water quality, especially inflowing stream water around Shihwa and Banwol industrial complex. However, the water quality and microbial community have not as yet been fully evaluated. The purpose of this study is to investigate the influent water quality around the industrial area based on chemical and biological analysis, and collected surface water sample from the Siheung Stream, up-stream to down-stream through the industrial complex, Samples were collected in July 2009. The results show that the downstream site near the industrial complex had higher concentrations of heavy metals (Cu, Mn, Fe, Mg, and Zn) and organic matter than upstream sites. A combination of DGGE (Denaturing Gradient Gel Electrophoresis) gels, lists of K-WQI (Korean Water Quality Index), cluster analysis, MDS (Multi-Dimensional Scaling) and PCA (Principal Component Analysis) has demonstrated clear clustering between Siheung stream 3 and 4 and with a high similarity and detected metal reducing bacteria (Shewanella spp.) and biodegrading bacteria (Acinetobacter spp.). These results suggest that use of both chemical and microbiological marker would be useful to fully evaluate the water quality.

Gut Microbiota Community and Its Assembly Associated with Age and Diet in Chinese Centenarians

  • Wang, Fang;Yu, Ting;Huang, Guohong;Cai, Da;Liang, Xiaolin;Su, Haiyan;Zhu, Zhenjun;Li, Danlei;Yang, Yang;Shen, Peihong;Mao, Ruifeng;Yu, Lian;Zhao, Mouming;Li, Quanyang
    • Journal of Microbiology and Biotechnology
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    • 제25권8호
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    • pp.1195-1204
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    • 2015
  • Increasing evidence suggests that gut microbiota underpin the development of health and longevity. However, our understanding of what influences the composition of this community of the longevous has not been adequately described. Therefore, illumina sequencing analysis was performed on the gut microbiota of centenarians (aged 100-108 years; RC) and younger elderlies (aged 85-99 years; RE) living in Bama County, Guangxi, China and the elderlies (aged 80-92 years; CE) living in Nanning City, Guangxi, China. In addition, their diet was monitored using a semiquantitative dietary questionary (FFQ 23). The results revealed the abundance of Roseburia and Escherichia was significantly greater, whereas that of Lactobacillus, Faecalibacterium, Parabacteroides, Butyricimonas, Coprococcus, Megamonas, Mitsuokella, Sutterella, and Akkermansia was significantly less in centenarians at the genus level. Both clustering analysis and UniFraq distance analysis showed structural segregation with age and diet among the three populations. Using partial least square discriminate analysis and redundancy analysis, we identified 33 and 34 operational taxonomic units (OTUs) as key OTUs that were significantly associated with age and diet, respectively. Age-related OTUs were characterized as Ruminococcaceae, Clostridiaceae, and Lachnospiraceae, and the former two were increased in the centenarians; diet-related OTUs were classified as Bacteroidales, Lachnospiraceae, and Ruminococcaceae. The former two were deceased, whereas the later one was increased, in the high-fiber diet. The age and high-fiber diet were concomitant with changes in the gut microbiota of centenarians, suggesting that age and high-fiber diet can establish a new structurally balanced architecture of gut microbiota that may benefit the health of centenarians.

사천만과 남해연안에서 새우조망에 어획된 어류의 종조성 및 군집구조 (Species composition and community structure of fish by shrimp beam trawl between Sacheon Bay and coastal waters off Namhae, Korea)

  • 송세현;정재묵;이승환;김도훈
    • 수산해양기술연구
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    • 제55권3호
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    • pp.217-232
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    • 2019
  • It was turned out by shrimp beam trawl monthly survey from March, 2015 to February, 2016 that different species composition and abundance of the fish assemblages in Sacheon Bay and coastal waters off Namhae, Korea were compared. As a result of monthly measured sea temperature and salinity of Sacheon Bay and coastal waters off Namhae, sea temperature of both areas was changed seasonally; however, differences in sea temperature occurred during certain periods depending on the region. Salinity was generally low in Sacheon Bay affected by fresh water, and both areas was low in summer and high in winter. A total of 73 species representing 37 families were collected in Sacheon Bay. The dominant fish species in terms of numbers and biomass were Liparis tanakae, $23,077inds./km^2$, $332.1kg/km^2$. A total of 91 fish species representing 49 families were collected in coastal waters off Namhae. The dominant fish species in terms of numbers were Leiognathus nuchalis, $139,683inds./km^2$ and biomass were Chelidonichthys spinosus, $1,078.6kg/km^2$. Analysis of dendrogram of the clustering showed that Sacheon Bay and coastal waters off Namhae were distinctive featured (global R = 0.691, p = 0.017). And except of summer season (July-October), there was a distinctive feature seasonally (global R = 0.844, p = 0.001). The fish species that appeared in common in both areas, where fish species caught in Sacheon Bay, an important inner bay,were smaller than those caught in coastal waters off Namhae appeared. It presented that Sacheon Bay plays a more important role in spawning and nursery ground for fisheries resource than coastal waters off Namhae, Korea.