• Title/Summary/Keyword: Coastal Sediment

검색결과 679건 처리시간 0.029초

심층 신경망 기법을 통한 부유사 이동 모델링 (Modeling of Suspended Sediment Transport Using Deep Neural Networks)

  • 봉태호;손영환;김규선;김동근
    • 한국농공학회논문집
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    • 제60권4호
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    • pp.83-91
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    • 2018
  • Land reclamation, coastal construction, coastline extension and port construction, all of which involve dredging, are increasingly required to meet the growing economic and societal demands in the coastal zone. During the land reclamation, a portion of landfills are lost from the desired location due to a variety of causes, and therefore prediction of sediment transport is very important for economical and efficient land reclamation management. In this study, laboratory disposal tests were performed using an open channel, and suspended sediment transport was analyzed according to flow velocity and grain size. The relationships between the average and standard deviation of the deposition distance and the flow velocity were almost linear, and the relationships between the average and standard deviation of deposition distance and the grain size were found to have high non-linearity in the form of power law. The deposition distribution of sediments was demonstrated to have log-normal distributions regardless of the flow velocity. Based on the experimental results, modeling of suspended sediment transport was performed using deep neural network, one of deep learning techniques, and the deposition distribution was reproduced through log-normal distribution.

Vertical distribution of suspended sediment concentration - A case study in Cu Lao Dung Coastal Areas (Vietnam)

  • Tien H. Le Nguyen;Phuoc H. Vo Luong
    • Ocean Systems Engineering
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    • 제13권3호
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    • pp.313-324
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    • 2023
  • The vertical distribution of suspended sediments in the mangrove-mud coast is complicated due to the characterization of cohesive sediment properties, and the influence of hydrodynamic factors. In this study, the time-evolution of suspended sediment concentration (SSC) in water depth is simulated by a one-dimensional model. The model applies in-situ data measured in October 2014 at the outer station in Cu Lao Dung coastal areas, Soc Trang, Vietnam. In the model, parameters which have influence on vertical distribution of SSC include the settling velocity Ws and the diffusion coefficient Kz. The settling velocity depends on the cohesive sediment properties, and the diffusion coefficient depends on the wave-current dynamics. The settling velocity is determined by the settling column experiment in the laboratory, which is a constant of 1.8 × 10-4 ms-1. Two hydrodynamic conditions are simulated including a strong current condition and a strong wave condition. Both simulations show that the SSC near the bottom is much higher than ones at the surface due to higher turbulence at the bottom. At the bottom layer, the SSC is strongly influenced by the current.

SWAT 모형을 이용한 낙동강 유역의 장기 유출에 따른 유사량 분석 (Analysis of Sediment Discharge by Long-term Runoff in Nakdong River Watershed using SWAT Model)

  • 지운;김태근;이은정;류경식;황만하;장은경
    • 한국환경과학회지
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    • 제23권4호
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    • pp.723-735
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    • 2014
  • Sediment discharge by long-term runoff in the Nakdong River watershed should be predicted for the maintenance and management of the Nakdong River newly changed by the four major river restoration project. The data establishment by the analysis of runoff and sediment discharge using the long-term watershed model is necessary to predict possible problems by incoming sediments and to prepare countermeasures for the maintenance and management. Therefore, sediment discharges by long-term runoff in the main points of the Nakdong River were calculated using SWAT(soil and water assessment tool) model and the relations and features between rainfall, runoff, and sediment discharge were analyzed in this study. As a result of sediment discharge calculation in the main points of the Nakdong River and tributaries, the sediment discharge at the outlet of the Naesung Stream was greater than the Jindong Station in the Lower Nakdong River from 1999 to 2008 except the years with low precipitation. The sediment discharge at the Nakdong River Estuary Barrage (NREB) was corresponding to 20% of the Jindong Station which is located about 80 km upstream from NREB.

연안준설 및 준설토 해양투기 해양환경평가 개선방안 (Improvement of the Marine Environmental Assessment for Dredging and Ocean Disposal of Coastal Sediment in Korea)

  • 이대인;박달수;엄기혁;김귀영;조현서;김종규;서영교;백근욱
    • 환경영향평가
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    • 제18권3호
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    • pp.131-141
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    • 2009
  • We studied improvement in marine environmental impact assessment and related management systems of coastal sediments that are dredged inshore but disposed offshore. After reviewing and diagnosing the existing assessment procedures and problems, we recommend to design the core assessment items and improve the reliability of assessment byenhancing the quality assurance/quality control (QA/QC) and verification processes. We proposed eco-friendly disposal plan for dredging sediment such as reuse system in land development was explored. A marine environmental database system was established to support the assessment processes. Guidelines for marine research and modelling were proposed for improving assessment of dredging and disposal of coastal sediment. Also, applying of screening and scoping for marine environmental assessment was reviewed.

연안오염저질의 생물정화를 위한 생물활성촉진제의 효능 평가 : 현장 컬럼실험 (Column experiment for contaminated coastal sediment bioremediation using biostimulating agent)

  • 우정희;송영채;수바
    • 한국항해항만학회:학술대회논문집
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    • 한국항해항만학회 2014년도 추계학술대회
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    • pp.83-84
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    • 2014
  • 생물활성촉진제를 이용하여 연안 오염저질의 정화 효율을 평가하기 위하여 해역에서 칼럼 실험을 수행하였다. 오염도가 낮은 해양저질에 황산염, 질산염 및 아세테이트 등의 생물활성물질을 첨가하여 작은 볼 형태로 만들었으며, 생물활성촉진물질의 용출율을 조절하기 위하여 볼 표면을 폴리머(Cellulose acetate, CA and Polysufone, PS)로 코팅한 생물활성촉진제를 제작하였다. 생물활성촉진제를 연안에서 채취한 오염저질과 혼합한 후 컬럼에 주입하여 연안의 수중에 침지시켰으며, 시간에 따른 오염물질의 변화특성을 평가하였다. pH는 실험 종료일 까지 큰 변화 없이 약 7.6~8로 유지되었으며, COD, TP, TN농도변화는 생물활성촉진제를 투여한 칼럼에서 더 낮게 평가되었다. 중금속(Fe, Zn, Cd, Cr, Pb, Cu) 분포는 생물활성촉진제를 투여한 칼럼에서 매우 안정적인 형태로 변환되었으며, PS 코팅 생물활성촉진제를 투여한 칼럼이 유무기 오염물질 정화에 더 효과적인 것으로 평가되었다.

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새만금 해역에서 연직 1차원 퇴적물 확산모델 검증 (Examination of Vertical 1D Sediment Resuspension and Diffusion Model Using Field Data Collected in the Saemangeum Area)

  • 이관홍;이희준
    • Ocean and Polar Research
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    • 제30권4호
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    • pp.537-543
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    • 2008
  • The sediment resuspension and diffusion model is an integral part of a sediment transport and morphologic change model. We examined a vertical one-dimensional sediment resuspension and diffusion model using field data collected at about 10-m depth off the Saemangeun $4^{th}$ dike. The field data include waves, currents and suspended sediment concentration near the bed for about a day in May, 2007. The suspended sediment concentration obtained from the 1D model overestimated the observation about two orders of magnitude with single grain size and multiple grain sizes. The incorporation of the bed armoring effect, which adjusts the amount of suspended sediment with the available bed sediment, improved the agreement between the model and observation within a factor of two.

도류제 건설 후 남대천 하구의 해안선 생성 및 변화 (Evolution and Changes of Coastal Topography due to Jetty Construction at Namdae River Mouth)

  • 김인호;이성대
    • 대한토목학회논문집
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    • 제28권3B호
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    • pp.315-321
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    • 2008
  • 최근 해안환경적 측면 뿐 만 아니라 사용자의 측면에서 도류제나 방파제와 같은 연안구조물에 의하지 않고 연안에서의 해빈을 보존하기 위한 대책이 요구되고 있다. 연안에서의 표사문제의 대책을 수립하기 위해서는 연안에서의 표사 뿐만 아니라 배후지의 하천으로부터 유출되는 유사량을 포함한 종합적인 토사관리의 필요성이 증가하고 있다. 이같은 관점에서 본 연구에서는 연안해역으로 유출되는 하천 유사와 이송, 하구에서의 사주발생과 발달 그리고 하구폐색과 연안으로 유출된 유사의 효율적인 저류문제와 홍수시 외해로 유출되는 유사의 특성에 대해 검토하였다. 최근 강릉 남대천 하구에는 하구폐색과 하구사주의 발생에 따른 대책으로 2005년에 총연장 260 m의 도류제를 건설하였다. 이에따라 본 연구에서는 도류제 건설에 따른 남대천하구에서의 토사이동특성 및 해저지형 변동과 표사이동을 해석하기 위한 다양한 수치실험을 수행하였다. 이를 위해 먼저 남대천 하구역에서 유출되는 유사량을 혼합입경의 관점을 가정하여 1차원 수치해석을 통하여 해석하였다. 또한 하천에서 유출된 유사의 이동특성과 하구현상을 파악하기 위해 하천류의 유동특성과 바람장에 의한 취송류를 검토하였다. 그리고 파동장, 해빈류 및 해저지형변동을 수립하여 본 남대천 하구인근에서의 표사이동 특성을 해석하였다.

폐쇄성 내만에 있어서 수질$\cdot$저질 상호작용 모델링 (Modeling of Water Quality with Sediment-Water Interaction at Sea Bottom in Semi-enclosed Coastal Waters - Application to Osaka Bay)

  • 한동진;윤종성
    • 한국해안해양공학회지
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    • 제17권3호
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    • pp.129-137
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    • 2005
  • 본 연구에서는 수층(water body싻 저니의 상호작용을 시뮬레이션하기위해 저질 모델을 구축하였다. 본 연구에서 구축한 모델은, 수층에서 저니층으로의 유기물질의 침강, 그리고 저니층에서 수층으로의 질소와 인의 용출을 상호작용으로 고려한 모델이다. 구축된 모델을 검증하기 위해 실측치를 이용하여 모델 재현성의 검토를 실시하였다. 오사카만을 대상으로 모델에 의해 얻어진 인의 용출속도를 실측치와 비교하였다. 그 결과 계산치와 실측치는 거의 일치하였으며, 계절별 용출속도의 변동 특성이 양호하게 재현되었다 1950년부터 1999년에 걸쳐 약 50년간 수질과 저질의 재현 계산을 실시하여 모델의 재현성과 적용성을 평가하였다. 육지로부터의 오염물질 부하량과 수질의 경계조건, 그리고 3차원 유동모델의 경계조건에 대해서는 계절별 관측치를 이용하여 설정하였다. 계산 결과 질소, 인, 그리고 COD농도 및 장기간에 걸친 수질의 변동특성이 양호하게 재현되었다.

전남 남부 도서갯벌 퇴적물의 유기물 및 미량금속 오염 평가 (Evaluation of Organic Matter and Trace Metal Contaminations of Intertidal Sediments from Coastal Islands in the Southern Region of Jeollanam Province)

  • 황동운;김평중
    • 한국수산과학회지
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    • 제46권5호
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    • pp.626-637
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    • 2013
  • We measured the grain size, ignition loss (IL), chemical oxygen demand (COD), acid volatile sulfide (AVS) and trace metals (Al, Fe, Cu, Pb, Zn, Cd, Cr, Mn, Hg, and As) of intertidal surface sediment collected from 11 islands (62 stations) in the southern region of Jeollanam Province. The objective of this research was to evaluate the organic matter and trace metals contaminations of sediments from coastal island tidal flats. Surface sediment texture was characterized as follows: mud, sandy silt, muddy sand, and slightly gravelly sand facies. The finer sediments are mainly dominated in the northern part of each island. The concentrations of IL, COD, AVS and some trace metals (Al, Fe, Zn, Cr, Cu, and Hg) were higher in the northwestern part of Wan Island and the area between Gogeum and Sinji Islands, and were associated with relatively finer sediment, as compared to other locations. The concentrations of Mn, Pb, Cd, and As were higher in the northwestern and southeastern parts of Geoguem and Pyungil Islands, but were not correlated with mean grain size. Based on sediment quality guidelines (SQGs), the concentrations of trace metals were lower than the values of effect range low (ERL), used in United States, and threshold effects level (TEL), used in Korea, with exception of As. Similarly, the intertidal sediments were moderately contaminated with As, based on the the enrichment factor (EF) and the geoaccumulation index ($I_{geo}$). The high concentration of As in intertidal sediments from this study region may be due to the input of naturally or artificially contaminated submarine groundwater, contaminated waste from seaweed aquaculture operations and/or land-based seaweed processing facilities. Further studies are needed to identify the sources of As in this study region, and to determine the effects of As contamination on coastal ecosystem.