The feathery branched green alga Bryopsis plumosa (Hudson) C. Agardh bloomed at Songji Beach, Haenam, Korea, in November 2022. A terrible stench was present on the beach, and the bottom was covered in a thick green mat of green algae. The alga was identified as B. plumosa, which is an opportunistic species currently distributed worldwide. Dissolved inorganic nitrogen (DIN) and dissolved inorganic phosphorus (DIP) were analyzed in the bloomed area and compared with those of other vicinities. The DIN and DIP concentrations were 1.067 and 0.461 mg L-1, respectively, which were 6 to 19 times higher than the average concentrations on southwest coasts, including Haenam. The B. plumosa bloom at Songji Beach in November 2022 appears to have depended on DIN and DIP concentrations in seawater. In this study, we report on the mass occurrence of B. plumosa, which appeared for the first time in Korea. This occurrence was found to be closely related to the concentration of nutrients in seawater. Therefore, it is necessary to manage the concentration of nutrients on land flowing into coastal waters to control green algal blooms such as Bryopsis.

The genus Desmodesmus (Chodat) S.S. An, T. Friedl & E. Hegewald is ubiquitous in freshwater ecosystems, such as rivers, ponds, and wetlands. The actual species diversity and distribution of the genus is unknown because of morphological plasticity affected by habitats. Currently, 38 Desmodesmus species have been reported in Korea most of which transferred from the genus Scenedesmus recently, however, no phylogenetic relationships have been studied yet. Despite the challenges in analyzing relationships among Desmodesmus species through the morphology, ecology, and original description, this study focused on examining species-level relationships using the FBCC culture strains isolated from Korea. A total of 299 sequences (66 of 18S rRNA, 47 of atpB, 67 of petA, 52 of rbcL, and 67 of tufA) were newly determined and used for phylogenetic analysis. Four plastid genes tend to have higher variation than 18S rRNA in the variable sites and P-distance. From the combined phylogeny, the Desmodesmus included six clades such as Clade-1: D. pseudoserratus and D. serratus, Clade-2: D. communis, D. dispar, D. maximus, D. pannonicus, unidentified Desmodesmus sp., Clade-3: D. bicaudatus and D. intermedius, Clade-4: D. microspina, D. multivariablis, D. pleiomorphus, D. subspicatus, Clade-5: D. abundans, D. kissii, and D. spinosus, and Clade-6: D. armatus, D. armatus var. longispina, D. opoliensis, unidentified Desmodesmus spp. The new sequence data from FBCC strains will be used to identify species and study the molecular ecology of scenedesmacean green algae in freshwater ecosystems. The phylogenetic information from this study will expand our understanding of Desmodesmus species diversity in Korea.

The occurrence of cyanobacterial blooming and the contaminant sources were analyzed in the downstream of Jecheon Stream, a tributary of Chungju Reservoir. The concentrations of chlorophyll a at the Myungseo Fishing Point (GPS; 37°03′25.5″N, 128°03′13.6″E) were 399.2 and 184.8 mg m-3 on October 18, 2015 and September 25, 2016, respectively, and the concentrations of total microcystins, a cyanobacterial toxin mainly produced by Microcystis, were 124.09 and 79.71 μg L-1, respectively. The occurrence of cyanobacterial blooming at the downstream of Jecheon Stream was closely related to the water level of Chungju Reservoir. The cyanobacterial blooming occurred after the increase of water level in Chungju Reservoir, when the water body stagnated. As a result of analyzing National Water Quality Monitoring Data of the upper region of Jecheon Stream, the main source of pollutant was Jangpyeong Stream, the tributary of Jecheon Stream, and the discharge water from Jecheon Wastewater Treatment Plant located in Jangpyeong Stream was considered to be the most important source of contaminant.

Algal bloom is an ongoing issue in the management of freshwater systems for drinking water supply, and the chlorophyll-a concentration is commonly used to represent the status of algal bloom. Thus, the prediction of chlorophyll-a concentration is essential for the proper management of water quality. However, the chlorophyll-a concentration is affected by various water quality and environmental factors, so the prediction of its concentration is not an easy task. In recent years, many advanced machine learning algorithms have increasingly been used for the development of surrogate models to prediction the chlorophyll-a concentration in freshwater systems such as rivers or reservoirs. This study used a light gradient boosting machine(LightGBM), a gradient boosting decision tree algorithm, to develop an ensemble machine learning model to predict chlorophyll-a concentration. The field water quality data observed at Daecheong Lake, obtained from the real-time water information system in Korea, were used for the development of the model. The data include temperature, pH, electric conductivity, dissolved oxygen, total organic carbon, total nitrogen, total phosphorus, and chlorophyll-a. First, a LightGBM model was developed to predict the chlorophyll-a concentration by using the other seven items as independent input variables. Second, the time-lagged values of all the input variables were added as input variables to understand the effect of time lag of input variables on model performance. The time lag (i) ranges from 1 to 50 days. The model performance was evaluated using three indices, root mean squared error-observation standard deviation ration (RSR), Nash-Sutcliffe coefficient of efficiency (NSE) and mean absolute error (MAE). The model showed the best performance by adding a dataset with a one-day time lag (i=1) where RSR, NSE, and MAE were 0.359, 0.871 and 1.510, respectively. The improvement of model performance was observed when a dataset with a time lag up of about 15 days (i=15) was added.

본 연구에서는 CyanoHABs를 제어하기 위해 주요 우점종인 Microcystis aeruginosa에 대한 항균 펩타이드의 살조 활성을 조사하고, 구조적 특이성을 바탕으로 새로운 M. aeruginosa 제어 펩타이드를 제작하였다. 본 실험에서 CAMA 유래 펩타이드 CMA1, CMA2와 Helicobacter pylori 유래 펩타이드 HPA3P, HPA3NT3는 처리 48시간 후 각각 67.3, 73.1, 76.7, 69.8%의 최대 살조 효율을 보였다. 또한, 신규 펩타이드 K160242~5는 처리 48시간 후 각각 64.0, 64.1, 66.4, 70.1%의 최대 살조 효율을 보였다. CA-MA 유래 펩타이드는 처리 24시간 이후 세포의 재성장이 관찰되었으므로 세포 표면과의 정전기 인력을 통해 세포를 응집하고 간접적으로 제어하는 것으로 조사되었다. 반면에, 양친매성 펩타이드는 세포의 재성장이 관찰되지 않았으므로 세포 응집과 더불어 세포 내 침투를 통해 직·간접적으로 세포를 제어하는 것으로 추정되었다. 또한, 펩타이드의 살조 기작 및 효율에는 구성 아미노산의 종류, 수, 구조 및 펩타이드의 분자량, 처리 농도 등이 복합적으로 영향을 미치는 것으로 나타났다. 그러나 펩타이드를 이용한 CyanoHABs의 제어 가능성을 제고하기 위해서는 정확한 기작과 관련 인자들의 확인 및 증명이 요구된다.

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.

본 연구는 진두발 야외 개체군의 시·공간적 생장과 성숙 및 숙주 진두발과 내생조류의 온도, 조도, 광주기 등에 대한 생리적 특성을 파악하기 위하여, 2017년에 계절별로 서해안의 2개 정점(만리포와 학암포)과 남해안 1개 정점(정도 리)에서 조간대 조위별(상, 중, 하부)로 방형구(0.25 × 0.25 ㎝)를 놓고 방형구내에 서식하는 진두발을 전량 채집하여 생식상태(과포자체, 사분포자체, 영양체)별 생장을 확인하였다. 또한, 숙주 진두발에 서식하는 내생녹조류인 Ulvella ramosa의 환경 조건별 생장 연구를 실시하였다. 홍조류 진두발 야외개체군의 생식상태별로 계절별 및 정 점별, 조위별 길이를 비교하면, 정도리의 경우 과포자체는 봄철 조간대 중부에서 8.17±0.61 ㎝로 최대였고, 봄철 조간대 하부에 2.15±2.15 ㎝로 최소였다. 사분포자체는 봄철 중부에 서 9.69±0.45 ㎝로 최대였고, 봄철 상부에서 4.06±2.03 ㎝로 최소였다. 영양체는 봄철 중부에서 6.42±0.56 ㎝로 최대였고, 가을 중부에서 1.74±1.74 ㎝로 최소였다. 만리포의 과포자체 는 여름철 중부에서 5.90±0.09 ㎝로 최대였고, 가을 상부에서 2.81±1.78 ㎝로 최소였다. 사분포자체는 여름철 하부에서 7.12±0.08 ㎝로 최대였고, 봄 상부에서 5.19±0.46 ㎝로 최소 였다. 영양체는 여름철 하부에서 6.86±0.33 ㎝로 최대였고, 겨울 하부에서 3.63±0.33 ㎝로 최소였다. 학암포의 경우 과포 자체는 여름철 하부에서 6.82±0.18 ㎝로 최대였고, 봄 상부에 서 2.21±.0.05 ㎝로 최소였다. 사분포자체는 가을철 중부에서 6.72±0.14 ㎝로 최대였고, 봄철에는 모든 조위에서 관찰되 지 않았다. 영양체는 가을 중부에서 6.11±1.78 ㎝ 최대였고, 겨울철 상부에서 1.81±0.08 ㎝로 최소였다. 조위별 진두발의 생장은 상부의 경우 3.32-5.53 ㎝로 정도리에서 최대였고, 학암포에서 최소였다. 중부에서는 4.10-6.03 ㎝로 정도리에 서 최대, 학암포에서 최소였다. 하부는 4.22-5.41 ㎝로 만리포 에서 최대, 학암포에서 최소를 보였다. 홍조류 진두발 야외개체군의 계절별, 정점별로 엽체의 길 이는 1.22-6.37 cm로 여름철에 정도리 해안에서 최대를 나 타냈고, 봄철에 학암포에서 엽체 길이가 최소였다. 진두발 엽체의 무게는 습중량으로 0.05-1.18 g wet weight였으며, 가을철에 정도리에서 최대였고, 봄철에 학암포에서 최소였 다. 진두발의 생물량은 81.44-609.13 g/m2 범위로 가을 학 암포에서 최대였고 봄철에 만리포에서 최소값을 보였다. 내생조류 Ulvella ramosa의 유주자 방출은 저온 (10 ℃) 과 고온 (25 ℃)의 모든 광도에서 억제되었으며, 15 ℃에서 는 100 μmol photons m-2 s-1의 높은 광도에서 유주자 방출 이 6-7일 후에 최대였으나, 20 ℃에서는 20 μmol photons m-2 s-1의 낮은 광도에서 6일 후에 최대로 나타남으로써 온 도와 광도의 상호작용이 있음이 나타났으며, 20 ℃, 20 μ mol photons m-2 s-1에서 많은 유주자를 방출하였으며, 2일 간격의 주기적 방출을 보였다. 내생조류 Ulvella ramosa는 다양한 온도와 광도에서 생장하였으며, 최대 생장은 20 ℃, 60 μmol photons m-2 s-1에서 일어났으며, 염분별 차이는 없었으며, 12: 12h L:D 광주기에서 빠른 생장을 보였다.

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.

Bloom of small centric diatom Stephanodiscus is quite occasional in winter season in temperate freshwater ecosystems. It often leads to degradation of water quality and affects the quality of supplied drinking water. In a previous study, we have found that naphthoquinone (NQ) 4-6 derivate is an effective tool for efficient mitigation of natural S. hantzschii blooms. In the present research, polylactide (PLA) and agar foam were used as immobilized agent for NQ 4-6 to improve the efficiency of NQ 4-6 compound releasing process for its application under various field conditions. Mesocosm experiments at 10 ton scale suggested that the abundance of S. hantzschii was continuously increased in the control and upon treatment of the mesocosm with immobilized NQ 4-6 from PLA and agar foam. Their algicidal activities were 78.8% and 77.1%, respectively, on S. hantzschii after 10 days. In the mesocosm experiments, the dynamics of biotic (bacteria, HNFs, ciliates, zooplankton) and abiotic (water temperature, dissolved oxygen, pH, conductivity, nutrients) factors remained unaffected. They exhibited similar trends in the control and treatment groups. Therefore, the immobilized NQ 4-6 from PLA and agar foam has potential to be used as an alternative algicidal substance to effectively mitigate natural S. hantzschii blooms under various field conditions. In addition, it not only can be used to control S. hantzschii, but also is an effective technique. The immobilized NQ 4-6 showed stable controlled release in desired system.

Aquatic ecosystems are receiving various harmful effects due to anthropogenic chemical pollutions. To protect wildlife, risk assessments of the chemicals are conducted using reference indexes of toxicity estimated by species-level laboratory tests and/or micro-/mesocosm community-level studies. However, the existing micro-/mesocosm communities are structurally too complicated, and it is also difficult to compare the experimental results directly with those from species-level tests. Here, we developed a procedure of a simple bi-trophic microcosm experiment which contains the common species (a green algae, Pseudokirchneriella subcapitata and a cladoceran, Daphnia magna) for testing chemical toxicities. For the proper operation of bitrophic microcosm experiment, the minimum required concentration of primary producer (P. subcapitata) is 5×105 cells mL-1. The microcosm system showed higher stability when the initially introduced D. magna population was composed of neonates (<24-h old) than adults and those mixture. This simple microcosm system would be an applicable tool to estimate the disturbing impacts of pollutants on plant-herbivore interactions, and linking the species- and population-/community level risk assessments in the future studies.

Daecheong Reservoir has suffered eutrophication and water-blooms by blue-green algae from initial impoundment, and algae alert system (AAS) was introduced in 1997. The purpose of this study was to investigate the effect of rainfall and hydrological factors in increase or decrease variability of green-tide and prolonged AAS, studied and analyzed the current situation of AAS has been operating for 19 years(1997~2015) in Daecheong Reservoir. The total issued number of AAS was 46 times, the most frequent period in August and September were 22 times (752 days) and 16 times (431 days), respectively, it accounted for 82.6%. Many number and frequency during this period were significantly associated with rainfall, various discharge and water level. Rainfall and hydrological events are associated with the rainy season of monsoon-Changma and the typhoon, it was concentrated in June~September, total rainfall in this period accounted for 69.9% of the annual rainfall. An increase in inflows was dependent on the intensity, frequency and the amount of rainfall. Accounted for 68.4% of the total annual inflow, it was a time when the most rapidly changing hydrological variability in the reservoir. The total outflow was closely related to rainfall, and compared the distinctive characteristics of hydropower generation and watergate-spillway discharge. In addition, the upreservoir zone of Daecheong Reservoir could be vulnerable to green-tide by regulating discharge of the upstream dam. The issue of AAS was strongly related to the with and without of watergate-spillway discharge. The watergate-spillway discharge had a total of 25 times, it was maximum 17 days from July to September in the year. And the opening times and each duration of the watergate were 1~4 times and the range of 3~37 days, respectively. When the watergate opened, the issue of AAS was maintained to 13 years and the movement of water bodies and green-tide was great about five times than that of non-open, had a profound effect on prolonged AAS within reservoir. In Daecheong Reservoir, Chusori (CHU) area of the So-ok Stream was still showing serious symptoms green-tide levels in the summer, but Janggye (JAN) waters of the main reservoir was pointed out that more important. AAS will be operated by an absolutely consider the rainfall and hydrological effects around the watergate-spillway discharge. The measures of green-tide will be included in the limnological studies more suited to the characteristics of the watershed and reservoir of the our country. Finally, from now on, we will prepare the systematic management and guidelines for vulnerable zone water-blooms that are the source within the reservoir before the monsoon rather than waiting for the arrival of green-tide on the operating stations of AAS.

전세계적으로 2000년대 이후로 남조류에 의한 녹조의 발생이 증가하고 있으며, 이와 관련된 환경 문제가 공중건강을 위협하고 인간 활동을 제한하고 있다. 1970년대 캐나다의 호수를 중심으로 수행된 다년간의 현장 연구를 통하여, 녹조발생의 핵심적인 영양 제한인자로 인이 제시되었고, 인 저감에 대한 수계 관리가 진행되었다. 그러나 2000년대 이후, 대형 담수수계에서 특히 Microcystis에 의한 녹조 현상에서는 인뿐만 아니라 질소가 남조류 녹조 발생에 미치는 영향이 부각되고 있다. 한국의 담수 수계에서도 이와 비슷한 남조류에 의한 위해성 녹조 번성 특징을 갖고 있으므로, 이러한 패러다임의 변화는 국내 담수수계의 영양염류 관리에서 중요한 의미를 갖는다. 최근 국제적인 관련 연구를 통하여, 위해성 남조류 번성을 막기 위해 제안된 방법은 다음과 같다. 1) 질소와 인을 함께 관리하는 전략, 2) 폐수의 수집 및 처리, 3) 호소 유입수의 사전처리, 4) 저니의 준설, 5) 체류시간의 단축, 6) 조류의 효율적 회수법, 7) 조류의 침강 및 응집 등이 제시되고 있다. 추가적으로 남조류의 생태학적 특성에 기반한 지속가능하고 통합적인 담수수계의 녹조 관리기법이 수립되어야 한다. 녹조를 유발하는 남조류는 척결되어야 할 생물체가 아니라, 담수 수계에 필수적인 미생물 구성원이기 때문이다.

국내 상수원을 대상으로 시행하고 있는 조류경보제는 남조류 발생 현황을 취 정수장 등 물관리 기관에 전파하여 대응조치를 유도하는 제도로 신속하고 정확한 남조류 계수를 필요로 한다. 따라서 조류경보제 발령 기준 대상 남조류인 Anabaena, Aphanizomenon, Microcystis, Oscillatoria 속의 군체 크기와 세포수의 상관관계를 조사하고 회귀식을 도출하여 군체 크기로 세포수를 계산할 수 있는 방법을 알아보고자 하였다. 2013년 8월부터 10월까지 남조류가 과다증식한 시기에 한강(팔당호), 낙동강(달성보, 창녕함안보) 및 금강(고복저수지)의 대표지점에서 남조류 시료를 채집하였으며, 조류경보제 발령 기준 대상 남조류 속의 종별 군체 크기와 세포수의 상관 관계를 조사하여 종 및 속별 회귀식을 산정하였다. 남조류의 속별 상관분석 결과는 사상형인 Anabaena와 Aphanizomenon의 r2값이 0.93 이상으로 높은 상관성을 보였으며 구형의 Microcystis는 0.76의 상관계수 값을 나타냈다. 종 별 상관분석 결과 사상형 남조류 Anabaena crassa, Aphanizomenon flos-aquae, A. issatschenkoi, Oscillatoria curviceps, O. mougeotii는 r2값이 0.89~0.96의 범위로 높은 상관성을 나타냈으며, 구형인 Microcystis aeruginosa, M. wessenbergii, M. viridis는 0.76~0.88의 상관계수 값을 나타냈다. 다른 속에 비해 상대적으로 Microcystis의 상관성이 낮게 나타난 이유는 동일한 종, 동일한 크기의 군체라도 Microcystis strain에 따라 점액질 내의 세포 밀집 정도와 세포 크기에 차이가 있기 때문이다. 본 연구 결과 도출한 회귀식을 이용하여 군체 크기 측정값을 세포수로 환산하는 방법이 기존의 세포 계수법과 비교할 때 신속하고 간편할 것으로 보인다. 향후 남조류 종별 더 정확한 회귀식을 도출하기 위해서는 많은 시료수 확보와 더불어 다른 종들에 대한 조사 연구가 진행되어야 할 것이다.

본 연구노트는 K-water가 고안하여 개발한 녹조수상 콤바인 장치에 대하여 소개하고자 하였다. 녹조제거장치 는 본체와 부력재, 이송호퍼, 스크린 컨베이어, 슬러지 제거기 및 수거물질 분리대 등 총 5개 모듈로 구성되어 있다. 그리고 스컴성 녹조현상 이하일 때 녹조제거제를 전처리할 수 있는 살포기가 별도로 장착되어 있다. 전반 적으로 본 장치의 모듈 시스템은 매우 간단하다. 2014 년 5월부터 7월까지 낙동강 및 대청호 현장에서 테스트 운영한 결과, 1일 처리할 수 있는 수표면적은 500,000 m2 day-1에 해당하였다. 그리고 장치 적용 전후 처리효 율은 90%를 상회하였고, 수처리량은 수질 상태에 따라 차이가 있지만 500,000m3 day-1은 가능하였다. 또한 장 치의 운영기간은 3월~11월(9개월) 동안으로써 기존 계 획보다 연장될 수 있었다. 본 장치 및 기술을 통해 상수 원과 공공수역의 녹조현상 및 사회문제로 확대된 파급 영향을 해결하는 데 기여할 수 있는 신기술로서 활용되 기를 기대한다.

This study was performed to have an effect on control the growth of algae such as "Actinastrum fluviatile" which occurs frequently in the aquaculture tank using by a cold plasma, and it also would be expected to promote the growth of water plants due to active element causing OH radicals in the water. In addition, it was verified on the death rate as 99.9% on the scale protrusion of "Aeromonas hydrophila" as well as E. coli, especially, under extreme conditions more than 100 million pathogenic bacterium in the aqua pet tank, the ornamental fish had to act in a safe and healthy environment at over 98% death rate within 48 hours. It has been proven to give no affect on aerobic bacteria that exist in the filter or soil because there was no residual toxicity in the water tank. As the results, it will help to develop and apply on the sterilization device in other industries as well as aquarium organisms due to adopted energy-saving algorithm and reliability in use.