This study utilizes association rule learning and clustering analysis to explore the co-occurrence and relationships within ecosystems, focusing on the endangered brackish-water snail Clithon retropictum, classified as Class II endangered wildlife in Korea. The goal is to analyze co-occurrence patterns between brackish-water snails and other species to better understand their roles within the ecosystem. By examining co-occurrence patterns and relationships among species in large datasets, association rule learning aids in identifying significant relationships. Meanwhile, K-means and hierarchical clustering analyses are employed to assess ecological similarities and differences among species, facilitating their classification based on ecological characteristics. The findings reveal a significant level of relationship and co-occurrence between brackish-water snails and other species. This research underscores the importance of understanding these relationships for the conservation of endangered species like C. retropictum and for developing effective ecosystem management strategies. By emphasizing the role of a data-driven approach, this study contributes to advancing our knowledge on biodiversity conservation and ecosystem health, proposing new directions for future research in ecosystem management and conservation strategies.

We attempted to estimate potential habitats of Clithon retropictus and to determine the community structure of benthic macroinvertebrates by presence of C. retropictus. 2016 to 2018 database of “Survey and Assessment of Estuary Ecosystem Health” by the Ministry of Environment were used to identify the distribution site of C. retropictus. The occupancy model was applied to estimate the potential habitat of C. retropictus. Four diversity indices were used to confirm the community structure of benthic macroinvertebrates. C. retropictus was found in the southern coast area and part of the east coast, and this pattern was consistent with previous studies. Additionally, the occupancy model predicted that a potential habitat of C. retropictus could appear in the west coast area. The community structure of benthic macroinvertebrates was relatively high at the site with C. retropictus than the site without C. retropictus. Therefore, the occupancy model can be considered when conserving C. retropictus inhabiting a limited area. Additionally, C. retropictus can be used to the indicator species that can represent the brackish water environment.

An estuary is an area where a freshwater river or stream meets the ocean. Even before the importance of the value of estuaries was recognized, the estuary was lost because of large-scale conversion by draining, filling, damming, and dredging. In South Korea, 643 estuaries are located, and the total area is 3,248,300 ha, accounting for 32.5% of the total area of South Korea. Over 35% of Korean estuaries are closed estuaries which are only temporally connected with the sea, either permanently or periodically. Since 2008, in order to preserve the estuary ecosystem and solve major issues in the estuary by accumulating knowledge about the estuarine ecosystem, the Ministry of Environment of Republic of Korea has been conducting the “Estuarine Ecosystem Monitoring and Assessment Project”. At 668 sites of 325 estuaries, epilithic diatom, benthic macroinvertebrate, fish, and vegetation are investigated, and the habitat condition of each site is evaluated using the newly developed biotic index. More than 100 researchers annually record 2,097 species of estuaries according to the standardized survey guidelines over the past 14 years and provide strictly managed data necessary for establishing estuaries conservation policies. As a result of bibliometric analysis of 1,195 research articles related to the monitoring and assessment of the estuarine ecosystem, research on pollutants such as heavy metals and sediment control have recently been conducted. “Estuarine Ecosystem Monitoring and Assessment Project” is an ecological monitoring type of long-term mandated monitoring that is usually focused on identifying trends. Although it is difficult to identify the mechanism influencing a change in an ecosystem through long-term mandated monitoring, providing empirical data for supporting evidence-based policy, decision-making, and the management of ecosystems. In order to increase the efficiency of the project, research to investigate the relationship between sediments and pollutants and organisms can be conducted at specific estuaries or sites to compensate for the shortcomings of mandatory monitoring.

본 연구에서는 방사선 촬영 기법을 사용하여 국내에 서식 하는 무미양서류인 청개구리 (Hyla japonica), 옴개구리 (Glandirana rugosa), 참개구리 (Pelophylax nigromaculatus), 황소개구리 (Lithobates catesbeianus)의 체성분과 골밀도를 분석하였다. 이중 엑스선 촬영 장치 (Dual-energy Xray absorptiometry)를 사용하여 체성분과 골밀도를 측정하 였으며 암수 간 차이와 종 간 차이를 파악하였다. 또한 방사선 촬영 기법을 사용한 신체 상태 평가 방법의 효용성을 확인하기 위해 무미양서류 4종의 먹이자원 가용성을 파악하고 신체상태와의 관계를 확인하였다. 신체를 구성하는 성분인 골, 지방, 제지방 비율과 골밀도는 암수 간 차이가 없었지만 무미양서류 4종 간 차이는 있었다. 골밀도와 먹이자원 가용성은 황소개구리가 가장 높았으며 청개구리가 가장 낮았다. 옴개구리와 참개구리의 먹이자원 가용성은 차이는 없었다. 골밀도와 먹이자원 가용성은 유의미한 상관관계를 가졌으며 먹이 상태를 나타내는 질소 안정동위원소비는 골밀도에 의해서만 변화하는 것을 확인하였다. 기회적 포식자인 무미양서류의 먹이 상태 혹은 자원 가용성이 체성분은 물론 골밀도에 영향을 미칠 수 있다. 개체의 신체 상태를 나타내는 체성분과 골밀도는 무미양서류에서 서식지의 안정성을 평가하는 생태지표로서 사용이 가능할 것으로 보인다.

We analyzed research topics, temporal distribution of field sites, and researcher network of 1,508 limnology publications in the Korean Journal of Limnology (1968~2012) and the Korean Journal of Ecology and Environment (2013~2017). We found that water quality and sediment, phytoplankton, invertebrates, and fish were major subjects during the study periods. Survey of flora and fauna and physiological experiment of freshwater species were the largest subjects during 1970~80s, while other subjects including production, behavior, modeling, and ecological assessment have been rapidly increased since the 1990s. Most of the biological taxa equally studied lotic and lentic system, however, invertebrates and fish related studies more focused on the lotic system. Spatially, the field site of Korean limnology studies was found to be concentrated in main river channels runs through urban areas and artificial lakes than preserved natural areas. Freshwater system, located at the elevation range of 301~400m(upstream of main channels), had the lowest number of field sites. Collaboration among researchers and different institution types have been steadily increased and expanded as the number of publications increased.

We analyzed research trend and public perception related with tap water to identify major factors affecting low consumption of tap water. 805 research articles were collected for text mining analysis and 1,000 on-line questionnaires were surveyed to find social variables influencing tap water intake. Based on the word network analysis, research topics were divided into 4 major categories, 1) drinking water quality, 2) water fluoridation, 3) residual chlorine, and 4) micro-organism management. Compared with these major research topics, scientific studies of drinking behavior, or social perception were rather limited. 22.4% of total respondents used tap water as drinking water source, and only 1% drank tap water without further treatments (i.e. boiling, filtering). Experience of quality control report (B=0.392, p=0.046) and level of policy trust (B=1.002, p<0.0001) were influential factors on tap water drinking behavior. Age (B=0.020, p=0.002) and gender (B= - 1.843, p<0.0001) also showed significant difference. To increase the frequency of drinking the tap water by social members, the more scientific information of tap water quality and the water policy management should be clearly shared with social members.

We identified research trends for freshwater exotic species in South Korea using text mining methods in conjunction with bibliometric analysis. We searched scientific and common names of freshwater exotic species as searching keywords including 1 mammal species, 3 amphibian-reptile species, 11 fish species, 2 aquatic plant species. A total of 245 articles including research articles and abstracts of conference proceedings published by 56 academic societies and institutes were collected from scientific article databases. The search keywords used were the common names for the exotic species. The 20th century (1900’s) saw the number of articles increase; however, during the early 21st century (2000’s) the number of published articles decreased slowly. The number of articles focusing on physiological and embryological research was significantly greater than taxonomic and ecological studies. Rainbow trout and Nile tilapia were the main research topic, specifically physiological and embryological research associated with the aquaculture of these species. Ecological studies were only conducted on the distribution and effect of large-mouth bass and nutria. The ecological risk associated with freshwater exotic species has been expressed yet the scientific information might be insufficient to remove doubt about ecological issues as expressed by interested by individuals and policy makers due to bias in research topics with respect to freshwater exotic species. The research topics of freshwater exotic species would have to diversify to effectively manage freshwater exotic species.

River channel dredging and riparian development have been influenced morphology and quantity of natural river habitat. We compared distribution of riverside land and alluvial island in the Nakdong River with field survey and remote sensing analysis after the 4 Large River Project in South Korea. We digitized geomorphological elements, includes main channel, riverside land, and alluvial island by using georeferenced aerial photos taken in pre-dredging (2008) and post-dredging (2012) periods. Field survey was followed in 2012 for a ground truth of digitized boundaries and identification of newly constructed wetland types such as pond, channel, branch, and riverine type. We found that during the dredging period, riverside land and alluvial island were lost by 20.2% and 72.7%, respectively. Modification rate of riverside land was higher in the section of river kilometer 50~90, 140~180, and 210~270. Alluvial island had higher change rate in the section of river kilometer 50~70, 190~210, and 270~310. Average change rate for the riverside land and alluvial island was - 1.02±0.14 km² ·10 km¯¹ and - 0.05±0.05 km² ·10 km¯¹, respectively. Channel shaped wetlands (72.5%) constituted large portion of newly constructed wetlands.

일반인들의 생물다양성 인식정도를 지방자치단체 및 기초자치단체의 자연상징물 (새, 꽃, 나무)의 종수로 파악 한 결과 전체 종다양성은 40목 59과 90속 114종이 자연 상징물로 지정되어 있었다. 상징새 38종, 꽃 40종, 나무 36종이 지정되어 있었으며, 새는 까치, 꽃은 철쭉, 나무는 은행나무가 높은 빈도로 지정되었다. 연안에 위치한 지역 에서는 갈매기과에 속한 새와 동백꽃, 소나무과에 속한 종을, 내륙에서는 까치나 비둘기와 같은 텃새류와 진달래 과에 속한 식물종 등 주변에서 흔히 관찰되는 종들이 자 연상징물로 지정되어 있었다. 자연상징물로 지정된 종들 은 크기가 크거나 화려하며 대중적으로 인식정도 높은 종을 선정하였기 때문에 지역간 중복지정된 종들이 많았 다. 대중들이 관심을 갖는 생물종들에 대한 정보가 축적 되면 깃대종 또는 상징종을 지정기준을 설정하고 서식처 보전에 상징종을 이용하는 방안을 수립하는 데도 도움이 될 것으로 보인다.

This study demonstrates the investigation of zooplankton communities (e.g. rotifers, cladocerans and copepods) and environmentally related driving factors (e.g. elevation, area size, water depth, types of dike construction, and bottom substrates). We hypothesized that zooplankton community structure and composition would be influenced by ambient driving forces in different scales of the irrigation ponds (Dumbeong). A total of 66 zooplankton species/groups (56 rotifers, 9 cladocerans, 1 copepods) were found and identified at 45 Dumbeong of Goseong region (i.e. Goseong-gun) in 2011. The rotifers occupied 84.9% of the total zooplankton abundance. We could categorize a clear separation of zooplankton communities into 4 different patterns based on cluster analysis. Zooplankton diversities in Dumbeongs were lower than those in natural ponds or wetlands. In addition, community structure of zooplankton was also simpler and had a broken stick distribution based on SHE analysis. Species composition in each Dumbeong was not significantly discriminated each other. The result of canonical correspondence analysis (CCA) pinpointed that significant influential variables upon zooplankton community were dissolved oxygen percent saturation, pH, and Dumbeong’s material. This study indicated that morphological type of the Dumbeong and its water quality could determine the community structure of zooplankton. Furthermore, the connectivity between ambient habitats and materials could be necessary to be rigorously considered in respect to producing the Dumbeongs to subsidize alternative habitats for wetland ecosystem in freshwater landscape.

최근 수십년간 지속적으로 제기되는 환경 문제들 중 가장 광범위하면서 전세계의 이목이 집중된 문제가 기후변화 (climate change)이다. 기후변화는 점진적으로 기후가 변화해 나가는 현상이며, 생태계는 지속적으로 변화하는 기후에 적응해나간다. 하지만, 적응력이 약한 생물종은 결국 변화된 기후 양상에 의해 도태될 수 있으며, 이러한 문제점은 생물종다양성이 국가의 부로 인식되는 현재 시점에 큰 문제로 제기되고 있다. 담수생태계의 구조와 기능을 결정하는 요인은 크게 강우량의 분포와 온도의 변화이며, 기후변화는 이 두 가지 요소에 모두 작용한다. 우리나라와 같이 여름에 강우량이 집중되는 경우에는 강우량의 극한사상 발생 (심각한 가뭄 혹은 과도한 집중강우 등) 뿐만 아니라 계절강우량의 점진적인 변화 추세 (여름 강우량의 증가와 겨울 강우량의 감소)가 다양한 문제점을 일으키고 있다. 여름의 강한 홍수는 담수생태계에 존재하는 다양한 생물분류군 (부착성 혹은 부유성 플랑크톤, 저서성대형무척추동물, 어류 등)의 서식에 큰 영향을 미치며, 홍수량이 제어된 뒤의 심각한 가뭄은 작은 하천에서는 서식처의 단절을 야기할 수 있어 생물종 분포에 부정적인 효과를 일으킬 수 있다. 이와 함께 수온의 변화 (주로 지속적인 최저온도의 상승)는 선호하는 온도대가 분포하는 지역의 축소 등으로 인해서 일부 종의 분포가 제한될 수 있으며, 반대로 심각한 문제점으로 인식되는 외래종의 확산이 먹이망 구조와 기능을 변화시킬 수 있다. 따라서 기후변화에 따른 생태계의 적응은 생태계 자체의 적응력에만 맡길 수 있는 문제가 아니라 적절한 관리전략이 수반되어야 할 것이다.

습지의 생태-사회적 가치는 인간사회에 혜택을 준다. 많은 나라들이 습지를 보전하고 보호하기 위해 노력하고 있다. 하지만 많은 습지들은 자연적 교란과 함께 인위적 교란으로 인해 소실되거나 구획화되었다. 구획화된 습지 는 경관생태학적 연구의 주 대상이 되는데 이는 습지를 효율적으로 관리하고 보전하는 데 매우 중요하다. 본 연구 는 행정구역상 경상남도 습지의 공간-사회적 분포양상을 파악하기 위해서 습지의 분포와 크기, 습지 간의 거리, 습 지의 경관학적 형태, 토지이용현황, 공시지가 등을 연구하 였다. 경상남도 내에는 146개(3,598.85 ha)의 습지가 분 포해 있고 하천습지가 76개(1,955.60 ha), 범람습지가 49 개(1,282.28 ha), 산지습지가 21개(1,282.28 ha)이었다. 대 부분의 습지들이 크기가 작고(⁄2 ha) 농경지에 둘러 쌓 여 있었다. 많은 습지들이 구획화되어 있고 훼손상태가 심각하지만 하천습지와 농업용 수로를 이용하여 연결할 수 있는 것으로 보인다. 습지의 연결성 확대를 통한 습지 서식처의 확장은 습지에 의존하여 서식하는 생물들의 보 전에 매우 유의할 것으로 생각된다. 많은 습지들이 현재 농업용수확보를 위한 유지로 이용되고 있고 국유지의 비 율이 높아 추후 습지의 훼손과 소실은 국가단위의 대규 모 계획공사로 인할 가능성이 높으므로 생태적으로 민감 한 행정과 법률의 개발이 습지의 보전과 관리를 위해 중 요하다.

This study was conducted to evaluate the microbial contamination levels in the processing company of Nuroong-ji. Microbial contamination levels were examined for sanitary indication bacteria such as aerobic plate count, coliforms and fungi, and pathogenic bacteria such as Escherchia coli O157:H7, Salmonella spp., Staphylococcus aureus, and Listeria monocytogenes. Contamination levels were detected differently according to handling materials and purposing work-space. The equipments and raw materials were not seriously contaminated but there were necessary to attend the cross-contamination. A high contamination level was detected at the process where the interference of the employees was relatively higher than the other process. Standardization of the roasting process (120~170℃, about 10 min) could be necessary to control the microbial organism effectively on Nuroong-ji manufacturing process. At small/medium size foodstuff manufacturers, it is the most important to improve the recognition level of individual hygiene but also expand a hygiene facility.

습지의 서식지 특성 및 환경 지표종을 찾기 위해 부산과 경남에 위치한 습지 유형이 다른 하천습지, 산지습지, 하구습지에서 딱정벌레류를 조사하였다. 조사결과 딱정벌레과, 먼지벌레과, 폭탄먼지벌레과에 속한 22속 28종이 채집되었고, 종 다양성은 하천습지(우포늪, 화포늪), 산지늪(재약산늪), 하구습지(낙동강하구) 순으로 나타났다. 딱정벌레류의 종조성은 각 습지에서 독립적으로 나타났는데(χ2=1716.8, P〈0.01), 하천습지와 산지늪이 가장 다른 종조성을 보였다. 지표종 분석을 통해 각 유형의 습지를 대표하는 2~6종의 딱정벌레류를 지표종으로 선출하였는데, 지표종들은 토성과 토양습도, 인위적 환경변화에 대해 민감하게 반응하여 습지환경변화를 모니터링할 수 있는 것으로 보인다. 추후 생활사나 먹이특성 등딱정벌레류의 각종별로 자세한생태적 특성이 연구되면 지표종으로 딱정벌레류를 일반화하여 여러 서식지에서 활용할 수 있을 것으로 보인다.

The objective of this study was to analyze correlation between phenological characteristics of Salix spp. and meteorological factors in the Upo wetlands. Phenology of Salix subfragilis Andersson and Salix chaenomeloides Kimura was monitored from 2007 to 2012. Meteorological variables were monitored by Korea Meteorological Administration (Hap-chon). Average date of flowering, fruiting, seed dispersion was 86, 113, 136 days for S. subfragilis and 112, 140, 164 days for S. chaenomeloides as Julian days. Flowering of S. subfragilis and S. chaenomeloides were correlated with daily mean air temp. in March (r=-0.92, r=-0.85, p<0.05). Fruiting of S. subfragilis was correlated with total precipitation between Jan and March of previous year (r=-0.90, p<0.01), however, the fruiting of S. chaenomeloides was highly correlated with max. temp. in Jan of previous year (r=0.99, p<0.01). Seed dispersion of both species is correlated with min. temp. in Feb. Phenology monitoring will contribute to understanding Salix spp. response against climate change.