수생태계 생물학적 온전성을 평가하기 위하여 국내 하천 및 하구 923개 지점의 자료를 근거로 한국형 다중형 돌말지수 (KMDI)를 개발하고, 이를 금강수계 233개 지점을 대상으로 온전성평가를 실시하여 단일형 돌말지수들과 비교 검토하였다. KMDI의 개발은 1) 먼저 선행문헌들을 참고로 300개 이상의 메트릭을 추출하고, 2) 이 중 설명력이 높은 46개 후보 메트릭을 선택하며, 3) 각 메트릭 값들의 변이성, 중복성, 변별력, 환경에 대한 민감성 등을 검증하고, 최종적으로 5가지의 메트릭을 선정하였다. KMDI는 매트릭의 단순합으로 표현하고, 환경요인들에 대한 신뢰성 검토 결과, 토지이용, BOD, TN, 전기전도도 등에 대해 높은 민감성 및 설명력을 보였으나 단일형 돌말지수들 보다는 동일 지점의 생물학적 온전성은 다소 높게 평가되는 특성을 보였다. 추후 국내는 물론 지역에 상관없이 적용가능한 설명력 높은 매트릭의 발굴 및 정확한 돌말류 분석 연구가 뒷따라야 될 것으로 판단되었다.
이 연구에서는 우리나라의 자연환경 조건 및 사회적 요구를 반영한 산지하천의 합리적 관리방안을 제시하기 위한 연구의 일환으로 산지하천을 대상으로 한 국제・국내 연구논문을 수집 및 분석한 후, VOSviewer 프로그램을 이용한 텍스트마이닝과 동시출현단어 분석을 통하여 연구주제에 따른 연구영역을 구별하였으며, 이후 각 연구영역별로 시・공 간적인 연구동향을 비교하였다. 그 결과, 산지하천을 대상으로 한 국내 연구논문은 국제 연구논문에 비하여 초보적인 단계에 있음을 확인할 수 있었다. 즉, 국제 연구논문은 산지하천의 어류 및 무척추동물의 서식환경과 종구성에 관한 연구영역(제1연구영역), 산지하천에서의 수문현상 및 양분이동에 관한 연구영역(제2연구영역), 산지하천에서의 유수에 의한 하상물질 이동 및 지형 변화에 관한 연구영역(제3연구영역), 산지하천 주변의 식물종 구성에 관한 연구영역(제4연 구영역)으로 구분되었다. 이 중 제1연구영역과 관련된 국내 연구논문은 주로 대형무척추동물만을 연구소재로 하고 있었으며, 제3연구영역과 관련된 국내 연구논문은 유수에 의한 하상물질 이동 및 지형 변화를 생태계의 교란작용이 아닌 산지토사재해의 원인으로 간주하고 있다는 것을 알 수 있었다. 이렇게 구분된 각 연구영역이 전체 연구논문 중에서 점유하고 있는 비율을 시기별・국가별로 파악한 결과, 국제 연구논문의 경우 3・4연구영역에 해당하는 연구논문 이 증가하는 것으로 나타났으며, 여기에는 미국을 중심으로 브라질・캐나다・중국의 영향이 크게 작용하였다. 이와 달리 국내 연구논문의 경우 1・3연구영역에 해당하는 연구논문이 시간의 경과에 따라 다소 증가하였으나, 이 두 연구영역 간 상호 연관성은 다소 부족한 것으로 나타났다. 따라서 향후에는 이를 보완한 하이브리드 성격의 연구가 필요할 것으로 사료된다.
The purpose of this study is to evaluate the fixed wing type domestic UAV for monitoring of algae bloom in aquatic environment. The UAV used in this study is operated automatically in-flight using an automatic navigation device, and flies along a path targeting preconfigured GPS coordinates of desired measurement sites input by a flight path controller. The sensors used in this study were Sequoia multi-spectral cameras. The photographed images were processed using orthomosaics, georeferenced digital surface models, and 3D mapping software such as Pix4D. In this study, NDVI(Normalized distribution vegetation index) was used for estimating the concentration of chlorophyll-a in river. Based on the NDVI analysis, the distribution areas of chlorophyll-a could be analyzed. The UAV image was compared with a airborne image at a similar time and place. UAV images were found to be effective for monitoring of chlorophyll-a in river.
이 연구의 목적은 대표적 도심하천인 갑천에서 복원사업을 중심으로 2007-2016년도까지의 이화학적 수질, 물리적 서식지 건강도, 생태학적 건강도를 어류를 이용한 다변수 모델(Index of Biological Integrity, IBI) 및 질적 서식지 평가 모델(Qualitative habitat evaluation index, QHEI)를 이용해 평가하는 것이다. 연 평균 총인(Total Phosphorus)은 10년 동안 13배 가까이 감소해왔으며, BOD값은 50%이상 감소하는 것으로 보아, 영양염류의 감소와 유기물 오염의 감소가 이루어졌음을 나타냈다. 그러나 어류의 군집 특성을 이용한 분석 결과, 10년간 일부 민감종 비율이 증가한 것을 제외하고는 큰 변화가 없는 것으로 나타났다. 물리적 서식 지 평가 모델(QHEI)을 이용한 결과 하류로 가면서 일부 구간에서 뚜렷한 물리적 서식지 교란이 발생하고 있음이 나타났다. IBI와 QHEI, 이화학적 수질 변수간의 상관분석 결과 QHEI값과 IBI값간의 통계적으로 매우 유의한 양의 상관관계가 나타났으며(r = 0.569, p<0.001) 그 밖에 총질소(Total Nitrogen) 및 생화학적 산소 요구량(Biochemical Oxygen Demand, BOD), 화학적 산소 요구량(Chemical Oxygen Demand, COD), 총 부유물질과 통계적으로 유의한 음의 상관관계(r >-0.3, p<0.05)를 나타냈다. 이는 도심 하천에서 장기간 수질 오염의 개선이 이루어져도 물리적 서식지 건강도가 회복이 되지 않으면 수생태계 건강성의 회복이 제한되는 것으로 보인다.
서울시 한강으로 유입되는 하천의 어류군집 특성 분석을 위해 2016년 5월부터 2017년 4월까지 조사하였다. 자연형으로 복원된 하천은 우이천, 당현천, 청계천, 양재천, 목감천, 도림천, 홍제천 등이다. 조사 기간 동안 21개 지점에서 족대와 투망으로 채집된 어류는 총 10과 41종이었다. 한반도 고유종에 속하는 어종은 줄납자루(Acheilognathus yamatsutae), 가시납지리(Acheilognathus gracilis), 중고기(Scrcocheilichthys nigripinnis morii), 몰개(Squalidus japonicus coreanus), 참갈겨니(Zacco koreanus), 꺽지(Coreoperca herzi), 얼룩동사리(Odontobutis interruta) 등 7종 이었으며 고유화빈도가 17.1%이었다. 국외에서 도입된 외래종은 비단잉어(Cyprinus carpio, Fancy type), 금붕어 (Carassius auratus, Gold fishh), 떡붕어(Carassius cuvieri), 블루길(Lepomis macrochirus), 배스(Micropterus salmoides) 등 5종(12.2%)이었다. 각 조사 지점별 우점종은 피라미(Zacco platypus), 붕어(Carassius auratus), 납자루 (Acheilognathus lanceolatus), 가시납지리(Acheilognathus gracilis), 대륙송사리(Oryzias sinensis) 등이었다. 종다양도 지수, 균등도지수 및 종풍부도 지수에서 양제천이 다른 조사 하천에 비해 지수가 높아 안정적인 군집 상태를 나타내었 다. 수질에 대한 내성도 guild에서 민감종이 3종(7.3%), 중간종 16종(39.0%), 내성종 22종(53.7%)이었다. 식성에서 충식성은 12종(29.3%), 잡식성 23종(56.1%), 육식성 6종(14.6%)으로 잡식성이 매우 풍부하였다.
Headwater streams provide various microhabitats, resulting in high diversity of macroinvertebrate community. In this study, we compared the differences of communities between two adjacent headwater streams (Jangjeon stream (GRJ; GRJ1-GRJ5) and Haanmi stream (GRH; GRH1-GRH3)) in Jungwang and Gariwang mountains, Gangwon-do and evaluated the effects of habitat condition to the macroinvertebrates community composition. In order to characterize the macroinvertebrate communities and extract influential environmental factors, we applied to Cluster analysis (CA), Indicator species analysis and Non-metric multidimensional scaling (NMDS). Total 33,613 individuals in 3 phyla, 5 classes, 13 orders, 51 families, and 114 taxa (genera or species) were collected. Gammarus sp. was dominant at the upper stream of GRJ, whereas Chironomidae spp. was abundant at GRH and the downstream of GRJ. The CA classified samples into six clusters (1-6) reflecting spatial and temporal variation of benthic macroinvertebrate communities. Benthic macroinvertebrate community composition was significantly different between two adjacent streams. Sweltsa sp. 1, Psilotreta kisoensis, Rhyacophila shikotsuensis and Serratella setigera were identified as representative indicator species for clusters 1, 2, 3 and 5, respectively. Similar to CA results, NMDS revealed the spatial and temporal differences of benthic macroinvertebrate communities, indicating the difference of community composition as well as microhabitat condition. Forest composition, proportion of boulders (>256 mm), and water velocity were main factors affecting the macroinvertebrate community composition.
Twenty-nine wetlands (20 river type and 9 lake type wetlands) in Gyeongsangnam-do were investigated to understand the characteristics of fish assemblages by the wetland type and to suggest management strategies. As a result, 10.3±4.8 species were collected from river type wetlands on average (±SD) and 9.1±4.1 species from lake type wetlands. Thus, there was no significant difference in the number of species between them (Mann-Whitney U test, P>0.05). However, the species that constitute the fish assemblage showed statistically significant differences between the two wetland types (PERMANOVA, Pseudo-F=2.9555, P=0.007). Furthermore, the species that contribute the most to each type of fish assemblage were Zacco koreanus (river type, 28.51%) and Lepomis macrochirus (lake type, 23.21%), respectively (SIMPER). The results of the NMDS analysis using the fish assemblage by place classified the species into three groups (river type, lake type, and others). The current wetland management is only focused on endangered species, but this study shows a difference in fish assemblage by wetland type. Therefore, a management system based information on endemic species, exotic species and major contribution species should be provided. Furthermore, the classification of some types of wetlands based on the present topography was found to be ambiguous, and wetland classification using living creatures can be used as a complementary method. This study has limitations because only two types of wetlands were analyzed. Therefore, a detailed management method that can represent every type of wetland should be prepared through the research of all types of wetlands in the future.
Climate change is believed to increase the amount of dissolved organic matter in surface water, as a result of the release of bulk organic matter, which make difficult to achieve a high quality of drinking water via conventional water treatment techniques. Therefore, the natural water treatment techniques, such as managed aquifer recharge (MAR), can be proposed as a alternative method to improve water quality greatly. Removal of bulk organic matter using managed aquifer recharge system is mainly achieved by biodegradation. Biodegradable dissolved organic carbon (BDOC) and assimilable organic carbon (AOC) can be used as water quality indicators for biological stability of drinking water. In this study, we compared the change of BDOC and AOC with respect to pretreatment methods (i.e., ozone or peroxone). The oxidative pretreatment can transform the recalcitrant organic matter into readily biodegradable one (i.e., BDOC and AOC). We also investigated the differences of organic matter characteristics between BDOC and AOC. We observed the decreases in dissolved organic carbon (DOC) and the tryptophan-like fluorescence intensities. Liquid chromatographic - organic carbon detection (LC-OCD) analysis also showed the reduction of the low molecular weight (LMW) fraction (15% removed, less than 500 Da), which is known to be easily biodegradable, and the biopolymers, high molecular weight fractions (66%). Therefore, BDOC consists of a broad range of organic matter characteristics with respect to molecular weight. In AOC, low molecular weight organic matter and biopolymers fraction was reduced by 11 and 6%, respectively. It confirmed that biodegradation by microorganisms as the main removal mechanism in AOC, while BDOC has biodegradation by microorganism as well as the sorption effects from the sand. O3 and O3 + H2O2 were compared with respect to biological stability and dissolved organic matter characteristics. BDOC and AOC were determined to be about 1.9 times for O3 and about 1.4 times for O3 + H2O2. It was confirmed that O3 enhanced the biodegradability by increasing LMW dissolved organic matter.
The objective of this study was to describe the development and testing of an initial ecological health assessment model, based on the index of biological integrity (IBI) using fish assemblages, before establishing the final and currently used model for ecological health assessment, conservation and management of freshwater fish in Korea. The initial fish IBI model was developed during 2004~2006 and included 10 metrics, and in 2007 the final IBI 8-metric model was established for application to streams and rivers in four major Korean watersheds. In this paper, we describe how we developed fish sampling methods, determined metric attributes and categorized tolerance guilds and trophic guilds during the development of the multi-metric model. Two of the initial metrics were removed and the initial evaluation categories were reduced from six to four (excellent, good, fair, poor) before establishing the final national fish model. In the development phase, IBI values were compared with chemical parameters (BOD and COD as indicators of organic matter pollution) and physical habitat parameters to identify differences in IBI model values between chemical and physical habitat conditions. These processes undertaken during the development of the IBI model may be helpful in understanding the modifications made and contribute to creating efficient conservation and management strategies for stream environments to be used by limnologists and fish ecologists as well as stream/watershed managers.
The distribution of benthic macroinvertebrates was investigated at 1,157 sites of 7 main water systems in Korea, including 442 sites of Han River system (Namhan River, Bukhan River, Han River main stream, Anseongcheon, etc.), 305 sites of Nakdong River system (Nakdong River, Hyeongsan River, Taehwa River, etc.), 199 sites of Geum River system (Geum River, Sapgyocheon, Mangyeong River, Dongjin River, etc.) 102 sites of Seomjin River system (Seomjin River), 102 sites of Yeongsan River system (Yeongsan River, Tamjin River, etc.), and 7 sites of Jeju stream system. A total of 151 families were found in the whole survey sites, including 141 families in Han River, 122 in Nakdong River, 115 in Geum River, 106 in Seomjin River, 113 in Yeongsan River, and 50 in Jeju. Chironomidae (20.8%) was the most dominant species in Korea, followed by Hydropsychidae (17.1%), Baetidae (12.6%), Tubificidae (10.3%), Heptageniidae (8.6%), Ephemerellidae (6.3%), Asellidae (2.7%), Leptophlebiidae (2.4%), Planariidae (1.7%), and Tipulidae (1.6%). Substrates compositions consisted of large sand (22.6%), large gravel (18.4%), silt (10.5%), and boulder (8.2%). The mean stream width was 133.5 m and the mean watercourse width was 61.7 m. The mean water depth and velocity were 30.2 cm and 33.1 cm s-1, respectively. Results of cluster analysis based on distributional characteristics of benthic macroinvertebrates were divided into six groups according to the frequency of benthic macroinvertebrate taxa which appeared in the study area. Finally, altitude, current velocity and substrate composition were the most influencial factors determining the distribution patterns of macroinvertebrate communities.
This review summarizes the history of freshwater zooplankton research in Korean Society of Limnology and necessary future topics that are remain poorly investigated in South Korea based on main research topics of published articles focusing on lakes, reservoirs, rivers and wetland ecosystems. In Korea, a total 450 freshwater zooplankton species have been reported (85 species of cladocera, ca. 230 species of rotifera since 1939, and 138 species of copepoda), and they cover 10% of total zooplankton species list. In the present paper, we provide recent species list of zooplankton found in Korea and their taxonomic keys. Over periods of 45 years, there are 25 published papers for zooplankton biota in lentic ecosystems in Korean Journal of Ecology and Environment (KJEE). The ecology of zooplankton communities in rivers has focused on the mechanisms involved in regulating their abundance, diversity and spatio-temporal patterns of genus Bosmina and rotifers (genus Brachionus and Keratella) that are most frequently found from Korea. On the other hand, the studies on zooplankton in wetland has focused on Alona, Chydorus and Ceriodaphnia with special emphasis on their relationships with aquatic macrophytes. Even though studies on the freshwater ecosystem in Korea have a long history, a few of studies on zooplankton biota were conducted at rice paddy, Dumbeong and wetlands. During the last two decades, experimental advances in freshwater zooplankton ecology and understanding of structure and function of this biota were made from a series of articles mainly in journal of KJEE. For future studies, quantitative, experimental and interdisciplinary approaches would be key words to understand zooplankton ecology and their roles in aquatic ecosystems under changing environments, and we have suggested necessary zooplankton research fields and future directions.
Rivers continuously transport terrestrial organic carbon matter to the estuary and the ocean, and they play a critical role in productivity and biodiversity in the marine ecosystem as well as the global carbon cycle. The amount of terrestrial organic carbon transporting from the rivers to ocean is an essential piece of information, not only for the marine ecosystem management but also the carbon budget within catchment. However, this phenomenon is still not well understood. Most large rivers in Korea have a well-established national monitoring system of the river flow and the TOC (Total Organic Carbon) concentration from the mountain to the river mouth, which are fundamental for estimating the amount of the TOC flux. We estimated the flux of the total terrestrial organic carbon of five large rivers which flow out to the Yellow Sea, using the data of the national monitoring system (the monthly mean TOC concentration and the monthly runoff of river flow). We quantified the annual TOC flux of the five rivers, showing their results in the following order: the Han River (18.0×109 gC yr-1)>>Geum River (5.9×109 gC yr-1)>Yeongsan River (2.6×109 gC yr-1)>Sumjin River (2.0×109 gC yr-1)>>Tamjin River (0.2×109 gC yr-1). The amount of the Han River, which is the highest in the Korean rivers, corresponds to be 4% of the annual total TOC flux of in the Yellow River, and moreover, to be 0.6% of Yangtze River.
In this study, the fauna of freshwater fish were investigated from March until October of 2016 in 24 independent streams in the Jeonnam and Jeonbuk provinces, which were flowing into the Yellow Sea. The health of the aquatic ecosystem in those streams was assessed through the biological and abiological character index (BAc index). During the surveyed period, a total of 4,127 individuals were collected; they belonged to 59 species of 44 genera in 18 families. The most dominant species identified was Zacco platypus, and 12 species were endemic species of Korea, including Rhodeus uyekii. The BAc index indicated a statistically significant correlation (p<0.01 or 0.05). The stage distribution of the aquatic ecosystem health assessment showed the highest rating of 41.7% at the “Fair” stage. The “Good” and “Poor” stages accounted for 20.8% while the “Excellent” stage took up 16.7%. It has been confirmed that the aquatic ecosystem health of independent streams is influenced more by the abiological character index as a consequence of geographical characteristics and artificial/natural limiting factors, than by the biological character index.
광릉숲 생물권보전지역은 오랜 기간 보전 관리된 희귀 생태계로서 생물다양성 변화 모니터링 및 보전 연구가 활발하 게 수행되고 있다. 그러나 하천 건강성 평가 지표로서 저서성 대형무척추동물의 다양성과 군집 특성에 대한 연구는 찾아보기 어렵다. 본 연구는 2016년 4월부터 9월까지 광릉숲을 관통하는 봉선사천 및 인근 계류에 대한 하천평가를 위해 저서성 대형무척추동물의 군집분석을 수행하였다. 조사 결과, 저서성 대형무척추동물은 총 5문 8강 17목 56과 114종이 출현하였으며, 유수 지역에서 서식하는 하루살이목과 날도래목이 각각 30종(32.3%), 16종(17.2%)으로 다양성 이 높았고, 오염된 하천에서 일반적으로 정착하는 실지렁이류(Tubificidae sp.), 개똥하루살이(Baetis fuscatus), 명주각 다귀 KUa (Antocha KUa), 꼬마줄날도래(Cheumatopsyche brevilineata)의 출현빈도가 높게 나타났다. 섭식기능군에서 는 모아먹는무리와 잡아먹는무리가 비교적 높게 출현하였고, 계류지역에서는 썰어먹는무리와 긁어먹는무리가 높게 나타났다. 서식기능군에서는 붙는무리와 굴파는무리가 우세하게 출현하였으며, 여울지역의 미소서식처 다양성을 대변 하였다. 군집분석 결과, 우점도지수는 평균 0.48±0.10으로 분석되었으며, 광릉숲 계류의 GS 8에서 0.33으로 가장 낮게 나타났으며, 봉선사천 BS 1에서 가장 높게 나타났다. 다양도와 풍부도지수는 우점도지수와 반비례하여 나타났으 며, 우점도가 낮은 GS 8의 다양도와 풍부도지수는 각각 2.53, 4.22로 나타났다. 하천의 군집안정성 분석 결과, 봉선사천 은 저항력과 회복력이 높은 I특성군, 광릉숲 수계는 저항력과 회복력이 낮은 Ⅲ특성군이 높은 것으로 나타나 광릉숲의 수계가 교란에 민감한 종들이 많이 분포하고 있는 것으로 분석되었다. 생물학적 수질평가에서는 저서성 대형무척추동 물생태점수 50.88±17.69, 한국오수생물지수 1.11±0.57, 저서동물지수 78.55±11.05로 평가되었으며, 광릉숲 계류 GS 8에서 ESB (63점), KSI (0.55), BMI (89.9)로 가장 좋은 수환경과 수질 I등급인 최우선보호수역으로 나타났다. 그에 반에 봉선사천 BS 1에서는 ESB (25점), KSI (2.13), BMI (62.7)로 수질등급이 가장 낮은 III등급인 최우선개선수역으 로 평가되었다. 전체적으로 광릉숲 내의 수계보다는 주변에 위치한 봉선사천의 수계에서 수서곤충의 다양성은 증가하 는 것으로 나타났으나 과거 연도별 종구성의 군집구조는 뚜렷한 차이가 있는 것으로 나타났다.
We collected fishes at the 12,873 sites in stream order (1~7) from 2008 to 2016. In the results, two populations (Zacco platypus and Zacco koreanus) represented distributional differences in the stream order gradient, and correlation analysis showed that the two populations had a potential competitive relationship. The ecological characteristics of the fish except for the Z. platypus and the Z. koreanus, according to the gradient of stream order showed a pronounced gradient in the species such as intermediate species, sensitive species, carnivores, herbivores and omnivores. The two populations showed a high correlation between intermediate species, sensitive species of the tolerance guild and omnivores, insectivores of the trophic guild. Fish assessment index (FAI) was negative relation with stream order. According to the stream order gradient, the two populations showed different correlations with FAI.
본 연구에서는 구미에 위치한 낙동강에서 발생한 안개를 분류하였고 안개 발생 전후의 기상특성을 분석하였다. 안개는 2013년부터 2015년까지 시정계를 이용하여 관측되었다. 안개는 총 74회 발생하였고 대부분 증기안개로 분류되 었다. 관측된 증기 안개는 내륙에서 발생한 안개보다 지속시간이 길게 나타났는데 이는 지형적 특징으로 인해 야간 증 발이 다른 지역보다 강하게 나타났기 때문이다. 안개 지속시간에 대한 하천 증발 효과를 분석하기 위해 Penman- Monteith (Penman법)와 Bulk aerodynamic (Bulk법) 방법을 사용하여 증발량을 추정하였다. 이 중 Bulk법은 실제 수면 에서 측정한 증발량과 유사하게 나타났다. 따라서 Bulk법이 실제 수면 증발량 추정에 적합한 방법임을 확인할 수 있었 다. Bulk법으로 추정한 증발량은 안개 비발생일 보다 안개 발생일에 06 LST와 07 LST에 더 높게 나타났다. 안개 발 생일에 하천의 증발은 대기에 증발잠열 에너지를 공급하고 안개 내부의 난류를 유지하는 에너지원으로 작용한다. 이와 같은 결과는 안개내부의 풍속, 기온, 그리고 난류운동에너지의 증가를 통해 확인하였다.
The sewage and wastewater (SAW) are a well-known major source of eutrophication and greentide in freshwaters and also a potential source of thermal pollution; however, there were few approaches to thermal effluent of SAW in Korea. This study was performed to understand the behavioral dynamics of the thermal effluents and their effects on the water quality of the connected streams during winter season, considering domestic sewage, industrial wastewater and hot spring wastewater from December 2015 to February 2016. Sampling stations were selected the upstream, the outlet of SAW, and the downstream in each connected stream, and the water temperature change was monitored toward the downstream from the discharging point of SAW. The temperature effect and its range of SAW on the stream were dependent not only on the effluent temperature and quantity but also on the local air temperature, water temperature and stream discharge. The SAW effects on the stream water temperature were observed with temperature increase by 2.1~5.8℃ in the range of 1.0 to 5.5 km downstream. Temperature effect was the greatest in the hot spring wastewater despite of small amount of effluent. The SAW was not only related to temperature but also to the increase of organic matter and nutrients in the connected stream. The industrial wastewater effluent was discharged with high concentration of nitrogen, while the hot spring wastewater was high in both phosphorus and nitrogen. The difference between these cases was due to with and without chemical T-P treatment in the industrial and the hot spring wastewater, respectively. The chlorophyll-a content of the attached algae was high at the outlet of SAW and the downstream reach, mostly in eutrophic level. These ecological results were presumably due to the high water temperature and phosphorus concentration in the stream brought by the thermal effluents of SAW. These results suggest that high temperature of the SAW needs to be emphasized when evaluating its effects on the stream water quality (water temperature, fertility) through a systematized spatial and temporal investigation.
This study was carried out to apply the UAV(Unmanned Aerial Vehicle) coupled with Multispectral sensor for the algae bloom monitoring in river. The study acquired remote sensing data using UAV on the midstream area of Gum River, one of four major rivers in South Korea. Normalized difference vegetation index (NDVI) is used for monitoring algae change. This study conducted water sampling and analysis in the field for correlating with NDVI values. Among the samples analyzed, the chlorophyll concentration exhibited strong and significant linear relationships with NDVI, and thus NDVI was chosen for algae bloom index to identify emergence aspect of phytoplankton in river. Aerial remote sensing technology can provide more accurate, flexible, cheaper, and faster monitoring methods of detecting and predicting eutrophication and therefore cyanobacteria bloom in water reservoirs compared to currently used technology. As a result, there was high level of correlation in chlorophyll-a and NDVI. It is expected that when this remote water quality and pollution monitoring technology is applied in the field, it would be able to improve capabilities to deal with the river water quality and pollution at the early stage.