• Proceedings of the Korea Water Resources Association Conference
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• 2019.05a
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• pp.393-393
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• 2019

국내의 가뭄피해 사례를 보면 1990년 이후 5~7년 주기로 극심한 가뭄이 발생하고 있는 것을 확인할 수 있다. 특히 2014~2015년에 발생한 가뭄으로 인해 보령댐, 횡성댐, 용담댐에서 역대 최저 저수율을 기록하기도 했다. 기후변화로 인해 가뭄의 발생빈도는 더 짧아지고 강도는 더 증가할 것으로 예상됨에 따라 수자원장기종합계획에서는 기후변화에 따른 극한가뭄 대처 방안 중 하나로 용수공급 예비율의 도입이 필요하다고 언급한 바 있다. 국내 대부분의 다목적댐은 용수공급에 이용되는 이수용량 외에 비상시 활용 가능한 비상용량을 확보하고 있다. 비상용량은 평상시에는 용수공급 목적으로 사용되지 않는 것을 원칙으로 하지만 가뭄과 같은 비상시에는 용수공급에 기여할 수 있는 비상용수로 사용할 수 있다. 하지만 비상용량에 대한 명확한 활용방안이 없어 이를 활용하지 못하고 있는 실정이다. 본 연구에서는 다목적댐의 비상용량을 활용한 용수공급예비율 개념을 도입하고, 낙동강수계 내 다목적댐을 대상으로 적정 예비율을 산정하여 예비율 확보에 따른 용수공급능력의 향상 효과를 분석하여 비상용량의 활용 방안을 제시하고자 한다. 적정 예비율 산정을 위해 낙동강 유역내 6개 다목적댐(안동, 임하, 군위, 김천부항, 합천, 밀양)을 대상으로 저수지 모의운영을 실시하였다. 저수지 모의운영 시 댐 연계운영을 실시하여 수계내 조절점을 기준으로 상류 댐의 수문상황에 따라 방류량을 배분하였다, 또한 기후변화의 영향을 고려한 적정 예비율 산정을 위해 APEC 기후센터에서 생산한 일단위 수문시나리오 자료를 유입량 자료로 이용하였다.

• Proceedings of the Korea Water Resources Association Conference
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• 2016.05a
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• pp.23-23
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• 2016

우리나라의 댐저수지는 홍수기에 상류로부터 다량의 부유물이 폐기물 등과 함께 일시에 유입되어 미관을 해치거나 상수원 수질을 악화시키는 등의 문제점을 가지고 있다. 이에 부유물의 하류확산을 방지하고 수거와 처리를 효율적으로 하기 위한 부유물 차단망이 설치되어 운영 중이다. 부유물 차단망의 설치위치는 저수지내의 흐름을 고려하여 부유물을 가장 효과적으로 차단할 수 있는 지점을 선정하여야 하나, 저수지 흐름을 고려하지 않고 설치될 경우 차단망이 빈번하게 훼손되거나 부유물이 적절하게 포집되지 못한 채 상류에 흩어지는 결과를 초래하기도 한다. 본 연구에서는 대형저수지인 소양댐과 신규 중소규모 댐인 영주댐의 부유물 차단망 최적 설치위치를 선정하기 위하여 3차원 모형을 이용하여 다양한 조건에서의 저수지내 흐름분포와 수리적 특성을 검토하였다. 적용모형은 3차원 수리동력학 모형인 ELCOM 모형을 적용하였으며, 홍수기 표면 유속장 분포, 수직수온분포 및 밀도류 발생지점 등을 종합적으로 분석하여 최적 설치지점을 검토하였다. 시뮬레이션 조건은 200년 빈도 홍수 유입에 대해 초기 수위에 따른 영향을 고려하기 위하여 갈수위, 풍수위 등으로 구분하여 분석하였다. 분석결과, 소양댐의 경우 기존 설치위치에서는 plunging point가 설치지점보다 하류에 위치하여 부유물 포집 기능에는 이상이 없으나 최대유속이 2 m/s를 초과하는 것으로 나타나 안정적 운영을 위하여 이전 설치하는 것이 적합할 것으로 판단되었다. 또한 신규댐인 영주댐에서는 다양한 시나리오에 대하여 분석한 결과 2개 지점이 적합한 것으로 분석되어 적치장 위치 등을 종합적으로 고려하여 최적위치를 선정하도록 하였다. 이와 같은 연구 결과는 부유물 차단망 설치설계기준 등에 반영되어 과학적인 댐 운영관리에 활용될 것으로 판단되며, 향후 보다 안정적인 시설물 관리에 기여할 수 있을 것으로 사료된다.

• Journal of Korean Society of Water and Wastewater
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• v.34 no.6
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• pp.463-471
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• 2020

A 1,000 ㎥/d DAF(dissolved air flotation) pilot plant was installed to evaluate the performance of the floating process using the Nakdong River. Efficiency of various DAF operations under different conditions, such as hydraulic loading rate, coagulant concentration was evaluated in the current research. The operation conditions were evaluated, based on the removal or turbidity, TOC(total organic carbon), THMFP(trihalomethane formation potential), Mn(manganese), and Al(aluminum). Also, particle size analysis of treated water by DAF was performed to examine the characteristics of particles existing in the treated water. The turbidity removal was higher than 90%, and it could be operated at 0.5 NTU or less, which is suitable for the drinking water quality standard. Turbidity, TOC, and THMFP resulted in stable water quality when replacing the coagulant from alum to PAC(poly aluminum chloride). A 100% removal of Chl-a was recorded during the summer period of the DAF operations. Mn removal was not as effective as where the removal did not satisfy the water quality standards for the majority of the operation period. Hydraulic loading of 10 m/h, and coagulant concentrations of 40 mg/L was determined to be the optimal operating conditions for turbidity and TOC removal. When the coagulant concentration increases, the Al concentration of the DAF treated water also increases, so coagulant injection control is required according to the raw water quality. Particle size distribution results indicated that particles larger than 25 ㎛ showed higher removal rates than smaller particles. The total particel count in the treated water was 2,214.7 counts/ml under the operation conditions of 10 m/h of hydraulic loading rate and coagulant concentrations of 60 mg/L.

• The Bulletin of The Korean Astronomical Society
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• v.46 no.2
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• pp.70.1-70.1
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• 2021

We examine the HI gas kinematics and distributions of galaxy pairs in group or cluster environments from high-resolution Australian Square Kilometer Array Pathfinder (ASKAP) WALLABY pilot observations. We use 32 well-resolved close pair galaxies from the Hydra, Norma, and NGC 4636, two clusters and a group of which are identified by their spectroscopy information and additional visual inspection. We perform profile decomposition of HI velocity profiles of the galaxies using a new tool, BAYGAUD which allows us to separate a line-of-sight velocity profile into an optimal number of Gaussian components based on Bayesian MCMC techniques. Then, we construct super profiles via stacking of individual HI velocity profiles after aligning their central velocities. We fit a model which consists of double Gaussian components to the super profiles, and classify them as kinematically cold and warm HI gas components with respect to their velocity dispersions, narrower or wider 𝜎, respectively. The kinematically cold HI gas reservoir (M_cold/M_HI) of the paired galaxies is found to be relatively higher than that of unpaired control samples in the clusters and the group, showing a positive correlation with the HI mass in general. Additionally, we quantify the gravitational instability of the HI gas disk of the sample galaxies using their Toomre Q parameters and HI morphological disturbances. While no significant difference is found for the Q parameter values between the paired and unpaired galaxies, the paired galaxies tend to have larger HI asymmetry values which are derived using their moment0 map compared to those of the non-paired control sample galaxies in the distribution.

• Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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• 2021.10a
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• pp.297-299
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• 2021

Predicting future productivity of tight oil is an important task for analyzing residual oil recovery and reservoir behavior. In general, productivity prediction is made using the decline curve analysis(DCA). In this study, we intend to propose an effective model for predicting future production using deep learning-based recurrent neural networks(RNN), LSTM, and GRU algorithms. As input variables, the main parameters are oil, gas, water, which are calculated during the production of tight oil, and the type curve calculated through various cluster analyzes. the output variable is the monthly oil production. Existing empirical models, the DCA and RNN models, were compared, and an optimal model was derived through hyperparameter tuning to improve the predictive performance of the model.

• Proceedings of the Korea Water Resources Association Conference
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• 2022.05a
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• pp.343-343
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• 2022

강우의 유출은 하늘에서 발생한 강우가 다양한 유역을 거쳐 하천 및 해안 등으로 방류되는 일련의 과정을 의미한다. 강우의 유출과정에서 좀 더 효율적인 유량처리를 위하여 대부분의 도시 유역에는 우수관망이 설치되어 있다. 우수관망은 일정 빈도 이하의 강우량 방재를 목적으로 설계하며, 해당 강우량을 초과하는 경우 침수피해가 발생한다. 우수관망의 목표 강우를 초과하는 경우를 위하여 우수 저류지, 펌프장 및 LID(Low Impact Development) 시설물 설치 등 다양한 노력이 지속되어 왔으며, 이를 더욱 효율적으로 관리하기 위한 연구가 지속되고 있다. 본 연구에서는 강우 발생유역을 격자로 분할하여 우수의 흐름을 파악하여 효율적인 저류지 및 LID 시설물의 설치 위치를 지정하고자 한다. 분석지역은 경상남도 창원시 마산합포구 인근이며, ArcGIS 10.8을 이용하여 해당 지역의 지형을 3D로 구현하였으며 EPA-SWMM 5.1을 이용하여 침수분석을 진행하였다. 또한, 구성된 TIN(Triangulated Irregular Network)를 10m × 10m 크기의 격자로 분할하여 지표고에 따른 유량의 흐름 및 중첩을 판단하였다. 분할된 격자들 중 유량의 중첩 정도가 가장 높으며 침수피해 정도가 높은 지역을 대상으로 종류 및 크기를 고려한 최적의 비용과 효율을 갖는 저류지 및 LID 시설물 설치 위치를 결정하였다. 우수관망 시스템, LID 시설물, 우수 저류지 각각의 시선에서 접근한 기존의 연구와 달리 다양하고 포괄적인 방재시설물 설치를 통해 더욱 효율적이고 경제적인 우수 방재 시스템 구현에 도움이 될 것으로 기대된다. 우수관망 시스템, LID 시설물, 우수 저류지 각각의 시선에서 접근한 기존의 연구와 달리 다양하고 포괄적인 방재시설물 설치를 통해 더욱 효율적이고 경제적인 우수 방재 시스템 구현에 도움이 될 것으로 기대된다.

• Journal of Environmental Science International
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• v.17 no.6
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• pp.611-621
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• 2008

This study intends to provide the necessary basic data needed for predicting the water quality and examining changes in water quality on the basis of the hydrological changes: an outflow or the character of a flow by investigating the interaction of the parameters through the estimation of optimal parameters need for predicting the water quality of the dam basin and the sensitivity among those estimated parameters. Im-Ha Dam in the upstream area of the Nakdong River was selected for analysis, and the water quality survey data necessary for parameter estimation was based on the monthly water quality data (water temperature, BOD, T-N and T-P) between December 1, $2005{\sim}$November 31, 2006. K1C(the saturated growth rate of plant plankton), K1RC (endogenous respiratory quotient of plankton), KDC(deoxidized ratio), K71C(minealized ratio of dissolved organic phosphorus), K83C(mineralized ratio of dissolved organic nitrogen) have been considered as the factors of the water quality performed in this water quality simulation, that is, the most effective parameters on BOD, T-N and T-P. In the result of the analysis of the sensitivity, KDC(deoxidized ratio) was the most sensitively reacted parameter on BOD and it was K71C(mineralized ratio of dissolved organic phosphorus) and K83C(mineralized ratio of dissolved organic nitrogen) on T-N and T-P. It is considered that it will be possible to apply the most optimal parameter to an analysis of the water quality simulation at Im-Ha Ho basin in the goal year by examining the interaction of the parameters through the parameters sampling which are able to applicable to prediction of the water quality and the analysis of the its sensitivity, in the future, also the analysis on the basis of the hydrological conditions: an outflow or the character of a flow will be needed.

• Journal of Korea Water Resources Association
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• v.48 no.12
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• pp.1051-1064
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• 2015

Currently, the H purification plant determines the hourly water intake amount based on operator experience and skill. Therefore, inevitably, there are deviations among operators. While meeting time-varying demand and maintaining the proper water level in the clean water reservoir, the methodology for minimizing electricity cost, when dealing with different electricity rate time zones, is a very complicated problem, which is beyond an operator's capability. To solve this problem, a linear programming (LP) model is proposed, which can determine the optimal hourly water intake amount for minimizing the daily electricity cost. It is shown that an inaccurate estimate for the hourly water usage in the demand areas causes the water level constraint to be violated, which is the weak point of the proposed LP method. However, several examples with real-field data show that we can practically and safely solve this problem with safety margins. It is also shown that the safety margin method still works effectively whether the estimate is accurate or not. The operators need not attend the site at all times under the proposed LP method, and we can additionally expect reductions in labor costs.

• Korean Journal of Microbiology
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• v.54 no.4
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• pp.428-435
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• 2018

In this study, we isolated and identified bacteria from freshwater and soil collected from Osang reservoir, to screen antimicrobial bacteria against various pathogenic bacteria. 38 strains were isolated and assigned to the class Proteobacteria (22 strains), Actinobacteria (7 strains), Bacteroidets (6 strains), and Firmicutes (3 strains) based on 16S rRNA gene sequence analysis. Among them, strain OS17 showed a good growth inhibition against 5 methicillin-resistant Staphylococcus aureus subsp. aureus strains and Bacillus cereus, Bacillus subtilis, Filobasidium neoformans. As a result of the 16S rRNA gene sequence analysis, strain OS17 show the high similarity with Burkholderia ambifaria $AMMD^T$, B. diffusa $AM747629^T$, B. tettitorii $LK023503^T$ 99.8%, 99.7%, 99.6%, respectively. We investigated cell growth and antimicrobial activity according to commercial culture medium, temperature, pH for culture optimization of strain OS17. Optimal conditions for growth and antimicrobial activity in strain OS17 were found to be: YPD medium, $35^{\circ}C$ and pH 6.5. When the strain was cultured in LB, NB, TSB, R2A media at $20^{\circ}C$ and $25^{\circ}C$, the antimicrobial activity did not show. Culture filtrate of strain OS17 showed antimicrobial activity against 5 MRSA strains, Bacillus cereus, Bacillus subtilis, and Filobasidium neoformans with inhibition zones from 2 to 8 mm. Optimal reaction time was 48 h in YPD medium, 100 rpm and 0.3 vvm in 2 L-scale fed-batch fermentation process for antimicrobial activity. Culture optimization of strain OS17 can be improved on antimicrobial activity. Therefore, the antimicrobial activity of Burkholderia sp. OS17 had potential as antibiotics for pathogens including MRSA.

• Journal of Environmental Impact Assessment
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• v.29 no.3
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• pp.157-181
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• 2020

Sediments from rivers, lakes and marine ports serve as end points for pollutants discharged into the water, and at the same time serve as sources of pollutants that are continuously released into the water. Until now, the contaminated sediments have been landfilled or dumped at sea. Landfilling, however, was expensive and dumping at sea was completely banned due to the London Convention. Therefore, this study applied contaminated sedimentation soil of 'Royal Palace Livestock Complex' as soil purification method. Soil remediation methods were applied to pretreatment, composting, soil washing, electrokinetics, and thermal desorption by selecting overseas application cases and domestically applicable application technologies. As a result of surveying the site for pollutant characteristics, Disolved Oxigen (DO), Suspended Solid (SS), Chemical Oxygen Demand (COD), Total Nitrogen (TN), and Total Phosphorus (TP) exceeded the discharged water quality standard, and especially SS, COD, TN, and TP exceeded the standard several tens to several hundred times. Soil showed high concentrations of copper and zinc, which promote the growth of pig feed, and cadmium exceeded 1 standard of Soil Environment Conservation Act. In the pretreatment technology, hydrocyclone was used for particle size separation, and the fine soil was separated by more than 80%. Composting was performed on organic and Total Petroleum Hydrocarbon (TPH) contaminated soils. TPH was treated within the standard of concern, and E. coli was analyzed to be high in organic matter, and the fertilizer specification was satisfied by applying the optimum composting conditions at 70℃, but the organic matter content was lower than the fertilizer specification. As a result of continuous washing test, Cd has 5 levels of residual material in fine soil. Cu and Zn were mostly composed of ion exchange properties (stage 1), carbonates (stage 2), and iron / manganese oxides (stage 3), which facilitate easy separation of contamination. As a result of applying acid dissolution and multi-stage washing step by step, hydrochloric acid, 1.0M, 1: 3, 200rpm, 60min was analyzed as the optimal washing factor. Most of the contaminated sediments were found to satisfy the Soil Environmental Conservation Act's standards. Therefore, as a result of the applicability test of this study, soil with high heavy metal contamination was used as aggregate by applying soil cleaning after pre-treatment. It was possible to verify that it was efficient to use organic and oil-contaminated soil as compost Maturity after exterminating contaminants and E. coli by applying composting.