• 상하수도학회지
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• 제20권4호
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• pp.627-635
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• 2006

Combined sewer overflow (CSOs) is a primary diffuse source degrading water quality of urban streams. In this study, CSOs caused by 5 different rainfall events at an urban watershed located in Daejeon city were monitored for the indicator microorganism concentrations. Event mean concentration (EMC) of the indicator microorganisms were: total coliform = $2.46{\times}10^6CFU/100mL$; fecal coliform = $1.01{\times}10^6CFU/100mL$; E.coli = $5.20{\times}10^5CFU/100mL$; and Fecal Streptococci = $6.08{\times}10^5CFU/100mL$. In addition, coliform concentrations were well correlated with suspended solid concentrations and the first flush effects were identified. Settling tests were carried out to estimate removal rate of indicator organisms by sedimentation from CSOs. As microorganisms are discharged in association with suspended solid, ten minutes of settlement can lower 44% of indicator microorganism leading.

• 한국물환경학회지
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• 제34권5호
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• pp.487-493
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• 2018

Urban stormwater runoff is the one of the most extensive causes of deterioration of water quality in streams in urban areas. Especially, in the Suyeong River watershed, non-point sources from urban-residential areas are the most common cause of water pollution. Also, it has been ascertained that BOD and COD as indexes of organic matter, have limitation on management of Suyeong River's water quality. In this study, changes of organic matter properties of Suyeong River from inflow of non-point source during rainfall were investigated. Fractions of organic matters were analyzed using water samples collected at two sites (Suyeong River and Oncheon Stream) during a rain event. Variations of dissolved organic carbon (DOC) concentration by rainfall were similar to flow rate change in the river. Distribution of organic matter fraction according to change of rain duration revealed that while hydrophilic component increased at initial rainfall, the hydrophobic component was similar to change in dissolved organic carbon (DOC) concentration. Also, the relative proportion of hydrophilic components in organic matter in river water increased, due to rainfall. Results of biodegradation of organic matters revealed that decomposition rate of organic matters during rainfall was higher than that of during a non-rainfall event.

• Journal of Astronomy and Space Sciences
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• 제26권4호
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• pp.439-450
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• 2009

2006년 상반기동안 GOES 10에 의해 관측된 > 2MeV의 전자에너지 채널에서 반복되는 상대론적 전자 증가 이벤트(GREE, Geosynchronous Relativistic Electron Event)가 4회 있었다. 이 현상들은 모두 코로나 구멍(Coronal hole)에서부터 나온 고속 태양풍(HSS, High Speed Solar Wind Stream)과 관련된 것으로 여겨진다. 약 27일 주기를 갖는 이 4회의 전자 증가 현상은 플럭스가 점점 증가하는 형태를 보인다. 현재까지 알려진 상대론적 전자 증가 현상의 주요 원인으로는 다음의 요소들이 언급되어 왔다: (1) 코로나 구멍과 관련된 태양풍 속도, (2) Pc5 ULF 파동, (3) 행성간 자기장(IMF, Interplanetary Magnetic Field) Bz의 남쪽 성 분, (4) 자기 부폭풍(substorm)의 발생, (5) 증가된 휘슬러 모드 코러스 파동(whistler mode chorus wave)과 (6)동압력(dynamic pressure). 따라서 이 논문에서는 2006년 상반기 동안 앞에서 언급한 6가지 현상 들을 분석하여 어느 요소가 상대론적 전자 증가 현상의 플럭스와 가장 가까운 연관성이 있는지 알아보고자 한다.

• 한국산업정보학회논문지
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• 제17권3호
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• pp.35-42
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• 2012

운전자의 도로 주행 데이터를 데이터베이스화한 정보는 다양하게 이용될 수 있다. 이러한 주행 정보를 이용한다면 운전자의 운전 성향을 분석하는데 도움이 될 것이다. 따라서 본 논문에서는 스마트폰을 이용하여 도로 주행 시의 센서 데이터들을 기록하고 주행 패턴을 인식하는 방법을 제안한다. 운전 성향을 분석하기에 앞서 패턴 별 주행 정보를 제공하기 위해 주행 패턴을 인식하는데 중점을 두었다. 좌회전, U턴, 우회전, 급감속, 급출발, 급가속, 과속방지턱에 해당하는 7개의 패턴을 인식하기 위한 과정으로 데이터 전처리를 통해 이벤트가 발생한 구간을 검출 후, DTW(Dynamic Time Warping) 알고리즘을 이용한 결정 방식을 적용하여 패턴을 인식한다. 제안된 방법은 운전자의 정보 제공을 위해 인식된 패턴과 함께 동시에 녹화된 비디오 스트림도 제공되며, 이는 안전운전시스템이나 운전습관분석시스템의 중요한 요소라 할 수 있다.

• Journal of Information Processing Systems
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• 제10권1호
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• pp.1-22
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• 2014

Recent technological advances provide the opportunity to use large amounts of multimedia data from a multitude of sensors with different modalities (e.g., video, text) for the detection and characterization of criminal activity. Their integration can compensate for sensor and modality deficiencies by using data from other available sensors and modalities. However, building such an integrated system at the scale of neighborhood and cities is challenging due to the large amount of data to be considered and the need to ensure a short response time to potential criminal activity. In this paper, we present a system that enables multi-modal data collection at scale and automates the detection of events of interest for the surveillance and reconnaissance of criminal activity. The proposed system showcases novel analytical tools that fuse multimedia data streams to automatically detect and identify specific criminal events and activities. More specifically, the system detects and analyzes series of incidents (an incident is an occurrence or artifact relevant to a criminal activity extracted from a single media stream) in the spatiotemporal domain to extract events (actual instances of criminal events) while cross-referencing multimodal media streams and incidents in time and space to provide a comprehensive view to a human operator while avoiding information overload. We present several case studies that demonstrate how the proposed system can provide law enforcement personnel with forensic and real time tools to identify and track potential criminal activity.

• 한국인터넷방송통신학회논문지
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• 제17권2호
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• pp.45-50
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• 2017

마이크로서비스 아키텍쳐(Microservice Architecture)는 실시간 실감 미디어 방송시스템과 같이 대규모 분산시스템에 적합한 서비스 아키텍쳐의 하나이다. 스케일-아웃(Scale-Out)기법 과 같은 수평적 성능 확장이 쉽기 때문에 최근 넷플릭스나 트위터와 같은 서비스 플랫폼 업체들이 앞다투어 이와 같은 시스템을 도입하고 있다. 또한 마이크로 서비스 아키텍쳐는 기존의 REST와 같은 웹 API에서 처리하기 어려운 영상처리나 실시간 데이터 분석 등을 비동기 기반의 프로세싱를 이용하여 처리 가능하게 하고 있다. 본 논문은 IoT 센서 데이터 분석이나 대용량 실감미디어를 실시간으로 편집하는 클라우드 기반 영상편집과 같은 다수의 이벤트들이 스트림으로 발생하며 플랫폼 내에서 비동기로 처리하는 상황에서 이벤트의 처리 순서가 보장되지 않음을 실험으로 증명하고 이에 알맞은 비동기 기반 마이크로서비스에 적용 가능한 이벤트 스트림 처리 프레임워크를 제안한다.

• 생태와환경
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• 제40권1호
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• pp.93-102
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• 2007

남한강과 북한강 상류지역에 위치한 11개 하천을 대상으로 강우 시 발생하는 탁수의 생지화학적 특성을 조사하였다. 강우 시 하천에서 POM와 DOM의 유출특성은 유량변동에 따라 다르게 나타났으며, 특히 POM의 유출은 하천의 유역특성과 밀접한 관련이 있는 것으로 나타났다. 강우의 영향에 따라 DOM내 용존 부식물질(Humic substance)의 비율을 반영하는 SUVA값이 증가하였고, 이는 하천유역으로부터 난분해성유기물의 유입이 증가함을 의미한다. 강우 시 발생된 탁수의 생지화학적 특성을 분석한 결과 농경지역에서 유출되는 탁수가 삼림지역으로부터 유출되는 탁수보다 안정탄소동위원소비가 약 $1{\sim}2%_{\circ}$정도 높게 나타났다. 이는 상대적으로 안정탄소동위원소비가 높은 $C_4$계열의 작물이 농경지역에서 우세한 경우 또는 삼림지역으로부터 유출된 탁수에서 주로 $C_3$계열의 식물체의 리그닌(Lignin)의 함량이 높기 때문이다. 유기물의 기원에 따라 Isotopic mass balance를 적용한 결과 농경지나 경작지의 비율이 높아질수록 $C_4$계열 작물의 기여도가 높아지고 이에 따라 탄소동위원소비가 증가하는 경향을 보였다. 본 연구결과를 바탕으로 안정탄소동위원소를 이용한 탁수 연구는 유기물의 기원특성을 연구하는데 유용한 지표가 될 수 있다.

• 한국환경과학회지
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• 제22권5호
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• pp.581-589
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• 2013

Surface Image Velocimetry(SIV) is an instrument to measure water surface velocity by using image processing techniques. Since SIV is a non-contact type measurement method, it is very effective and useful to measure water surface velocity for steep mountainous streams, such as streams in Jeju island. In the present study, a surface imaging velocimetry system was used to calculate the flow rate for flood event due to a typhoon. At the same time, two types of electromagnetic surface velocimetries (electromagnetic surface current meter and Kalesto) were used to observe flow velocities and compare the accuracies of each instrument. The comparison showed that for velocity distributions root mean square error(RMSE) was 0.33 and R-squared was 0.72. For discharge measurements, root mean square error(RMSE) reached 6.04 and R-squared did 0.92. It means that surface image velocimetry could be used as an alternative method for electromagnetic surface velocimetries in measuring flood discharge.

• 한국환경과학회지
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• 제25권8호
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• pp.1165-1176
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• 2016

The accuracy of digital elevation models (DEMs) is crucial for properly estimating flood inundation area. DEM pixel size is especially important when generating flood inundation maps of small streams with a channel width of less than 50 m. In Korea, DEMs with large spatial resolutions of 30 m have been widely applied to generate flood inundation maps, even for small streams. Additionally, when making river master plans, field observations of stream cross-sections, as well as reference points in the middle of the river, have not previously been used to enhance the DEM. In this study, it was graphically demonstrated that high-resolution DEMs can increase the accuracy of flood inundation mapping, especially for small streams. Also, a methodology was proposed to modify the existing low-resolution DEMs by adding additional survey reference points, including river cross-sections, and interpolating them into a high spatial resolution DEM using the inverse distance weighting method. For verification purposes, the modified DEM was applied to Han stream on Jeju Island. The modified DEM showed much better accuracy when describing morphological features near the stream. Moreover, the flood inundation maps were formulated with the original 30 m pixel DEM and the modified 0.1 m pixel DEM using HEC-RAS modeling of the actual flood event of Typhoon Nari, and then compared with the flood history map of Nari. The results clearly indicated that the modified DEM generated a similar inundation area, but a very poor estimate of inundation area was derived from the original low-resolution DEM.

• 한국환경복원기술학회지
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• 제14권4호
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• pp.11-23
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• 2011

Mountain streams, which are major components of an entire river network, play an important role as the source of water, sediment, coarse and fine organic matter, and nutrients for lowland rivers. Therefore, dynamics and downstream linkages of each compartment of the mountain stream can be essential for watershed management in catchment scale. The dynamics and downstream linkages are understood as a development of step-pool sequences along a river course. Recently, stream restoration after flooding event often employ the development of step-pool sequences in the world. In this paper, we 1) examined the geomorphic characteristics and the role of step-pool sequences in steep mountain streams by reviewing the results of past studies, and 2) introduced the case studies of stream restoration using step-pool sequences, and finally 3) addressed design methods considering geometry and stability of artificial step-pool sequences for stream restoration. Step-pool sequences play an important role not only as roughness with energy dissipation but also as heterogeneity of stream feature for aquatic habitat. Step-pool sequences, even if they are constructed artificially along a stream, may be effective for small stream restoration considering eco-friendly torrent controls. So far the artificial step-pool sequences were employed for mountainous streams, but those would be applied to urban stream.