• 제목/요약/키워드: Suspended sediments

검색결과 216건 처리시간 0.025초

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.

하구수와 표사의 상호작용에 관한 연구 (A Study on Interaction of Estuarial Water and Sediment Transport)

  • 이호;이중우
    • 한국항만학회지
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    • 제14권4호
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    • pp.451-461
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    • 2000
  • The design and maintenance of navigation channel and water facilities of an harbor which is located at the mouth of river or at the estuary area are difficult due to the complexity of estuarial water and sediment circulation. Effects of deepening navigable waterways, of changing coastline configurations, or of discharging dredged material to the open sea are necessary to be investigated and predicted in terms of water quality and possible physical changes to the coastal environment. A borad analysis of the transport mechanism in the estuary area was made in terms of sediment property, falling velocity, concentration and flow characteristics. In order to simulate the transport processes, a two-dimensional finite element model is developed, which includes erosion, transport and deposition mechanism of suspended sediments. Galerkin’s weighted residual method is used to solve the transient convection-diffusion equation. The fluid domain is subdivided into a series of triangular elements in which a quadratic approximation is made for suspended sediment concentration. Model could deal with a continuous aggregation by stipulating the settling velocity of the flocs in each element. The model provides suspended sediment concentration, bed shear stress, erosion versus deposition rate and bed profile at the given time step.

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부산 도심하천 하구의 Nonylphenol 거동 특성 (Behavior Characteristics of Nonylphenol in the Downstream of River in Busan, Korea)

  • 김선영;노경준;김동명
    • 한국수산과학회지
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    • 제52권1호
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    • pp.74-80
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    • 2019
  • Nonylphenol is an endocrine-disrupting chemical that is the degradation product of the nonionic surfactants nonylphenol ethoxylates. To understand the contamination and behavioral characteristics of nonylphenol, we measured the nonylphenol concentrations in surface water in the lower reaches of the Suyeong River, Korea. The results were used to estimate the material balance. The target area was divided into three regions to estimate the material balance of nonylphenol. In region 1, in flux of the dissolved nonylphenol was 282.3 g/day and the nonylphenol influx in particulate suspended solids was 1,582.8 g/day. The dissolved nonylphenol outflow discharged toward region 2 was 192.5 g/day, while the adsorption to particulate suspended solids was 89.8 g/day. Within the particulate suspended solids, the outflow to region 2 was 1,250.0 g/day, while the estimated amount settling in the sediments was 422.7 g/day. The adsorption of dissolved nonylphenol to the particulate suspended solids in regions 1 and 2 was 31.8% and 54.9%, respectively. In region 3, the desorption rate was 8.8%.

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.

낙동강하구에서의 하천수 플룸의 횡방향퍼짐과 부유퇴적물의 수송 (Lateral Spreading of a River Plume and Transport of Suspended Sediments in the Nakdong Estuary)

  • Yu, Hong-Sun;Lee, Jun;Kang, Hyo-Jin;Kang, Sin-Young;Park, Kyung-Sik;Kim, Jae-Soo
    • 한국해안해양공학회지
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    • 제5권4호
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    • pp.296-301
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    • 1993
  • 하수젯트플룸과 주변염수와의 밀도차가 Gauss 분포를 한다는 가정하에 저자들이 구한 플룸의 횡방향 퍼짐에 대한 이론해를 낙동강 하수플룸의 관측자료로 검증하였다. 또한 플룸의 존재가 세립 부유퇴적물의 이동에 미치는 영향도 검토되었다. 현장 관측자료는 이론적인 계산결과와 비교적 잘 맞는 것으로 나타났다. 따라서 본 논문에서 채택하여 검증한 플룸의 횡방향 유동에 대한 이론해가 플룸의 횡방향 퍼짐문제를 다루는데 유용하게 쓰일 수 있을 것이라는 결론을 내릴 수 있었다. 플룸의 존재로 인한 밀도 성충으로 인하여 부유퇴적물은 침전이 지연되고 통상적 정상류의 경우보다 더욱 밀리 운반되는 것으로 생각된다.

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Transportation and Deposition of Modern Sediments in the Southern Yellow Sea

  • Shi, Xuefa;Chen, Zhihua;Cheng, Zhenbo;Cai, Deling;Bu, Wenrui;Wang, Kunshan;Wei, Jianwei;Yi, Hi-Il
    • Journal of the korean society of oceanography
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    • 제39권1호
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    • pp.57-71
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    • 2004
  • Based on the data obtained under the China-Korea joint project (1997-2001) and historic observations, the distribution, transportation and sedimentation of sediment in the southern Yellow Sea (SYS) are discussed, and the controversial formation mechanism of muddy sediments is also explored. The sediment transport trend analysis indicates that the net transport direction of sediment in the central SYS (a fine-grained sediment deposited area) points to $123.4^{\circ}E,\;35.1^{\circ}N$, which is a possible sedimentation center in the central SYS. The sediment transport pattern is verified by the distribution of total suspended matter (TSM) concentration and ${\delta}^{13}C$ values of particulate organic carbon (POC), the latter indicates that the bottom water plays a more important role than the surface water in transporting the terrigenous material to the central deep-water area of the SYS, and the Yellow Sea circulation is an important control factor for the sediment transport pattern in the SYS. The carbon isotope signals of organic matter in sediments indicate that the Shandong subaqueous delta has high sedimentation rate and the deposited sediments originate mainly from the modern Yellow River. The terrigenous sediments in deep-water area of the SYS originate mainly from the old Yellow River and the modern Yellow River, and only a small portion originates from the modern Yangtze River. The analytical results of TSM and stable carbon isotopes are further confirmed by another independent tracer of sediment source, polycyclic aromatic hydrocarbons (PAHs). Five light mineral provinces in the SYS can be identified and they indicate inhomogeneity in sources and sedimentary environment. The modern shelf sedimentary processes in the SYS are controlled by shelf dynamic factors. The muddy depositional systems are produced in the shelf low-energy environments, which are controlled by some meso-scale cyclonic eddies (cold eddies) in the central SYS and the area southwest of the Cheju Island. On the contrary, an anticyclonic muddy depositional system (warm eddy sediment) appears in the southeast of the SYS (the area northwest of the Cheju Island). In this study, we give the cyclonic and anticyclonic eddy sedimentation patterns.

제주도 주변 대륙붕 퇴적물의 REE와 Sr-Nd 동위원소 조성 (REE and Sr-Nd Isotopic Composition of the Shelf Sediments around Jeju Island, Korea)

  • 김태정;윤정수
    • 한국지구과학회지
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    • 제33권6호
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    • pp.481-496
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    • 2012
  • 제주도 주변 대륙붕해역에 분포하는 퇴적물의 기원지를 해석하기 위해 표층퇴적물의 희토류원소(REE), 주성분 및 미량원소, Sr-Nd 동위원소비를 분석하였다. 퇴적물의 화학원소에 근거한 변질지수(CIA)는 44.2-68.9(av.59.4)의 범위를 보이며 황하강퇴적물과 유사하였다. 연구지역 퇴적물을 콘드라이트로 표준화한 REE 패턴에서 대부분 LREE가 부화된($La_{(N)}/Sm_{(N)}$ >3) 작은 Eu 부(-) 이상을 가지는 전형적인 셰일의 희토류원소의 패턴을 나타낸다. UCC로 표준화한 REE 패턴에서 연구지역 남서쪽 외해지역의 퇴적물 시료들은 황하나 금강기원 퇴적물보다 양자강퇴적물과 유사한 높은 희토류원소함량과 위로 볼록한 REE 패턴을 보여 양자강기원 부유물질이 제주도 서쪽해역까지 운반되고 있음을 의미한다. $^{87}Sr/^{86}Sr$ 동위원소비와 ${\varepsilon}_{Nd}(0)$의 구분지수는 연구지역 퇴적물의 기원지를 밝히는데 지시자로 제시할 수 있었다. 연구지역의 서쪽과 북서쪽에 분포하는 대부분의 퇴적물은 황하강 퇴적물 주위에 밀집 분포하는 특징을 보이고, 양자강 하구역과 가까운 남서쪽지역의 퇴적물들은 양자강 수중삼각주 퇴적물과 유사성을 보였다. 반면 제주도 북동쪽지역의 퇴적물은 중국의 강기원 퇴적물과는 다른 지역에 위치하는 특징을 보여, 따라서 제주도 주변해역은 복합기원 퇴적물이 집적되고 있음을 의미한다.

The Development of Water Quality Monitoring System and its Application Using Satellite Image Data

  • Jang, Dong-Ho;Jo, Gi-Ho
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 1998년도 Proceedings of International Symposium on Remote Sensing
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    • pp.376-381
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    • 1998
  • In this study, we was measured the radiance reflectance by using multi-spectral image of low resolution camera(LRC) which will be loaded in the multi-purpose satellite(KOMPSAT) to use the data in analyzing water pollution. Also we investigated the possibility of extraction of water quality factors in rivers and water body by using high resolution remote sensing data such as Airborne MSS. Especially, we tried to extract the environmental factors related with eutrophication, and also tried to develop the process technique and the radiance feature of reflectance related with eutrophication. The results were summarized as follows: First, the spectrum of sun's rays which reaches the surface of the earth was consistent with visible rays bands of 0.4${\mu}{\textrm}{m}$~0.7${\mu}{\textrm}{m}$ and about 50% of total quantity of radiation were there. And at around 0.5${\mu}{\textrm}{m}$ of green spectral band in visible rays bands, the spectrum was highest. Second, as a result of the radiance reflectance Chlorophyll-a represented high spectral reflectance mainly around 0.52${\mu}{\textrm}{m}$ of green spectral band, and suspended sediments and turbidity represented high spectral reflectance at 0.8${\mu}{\textrm}{m}$ and at 0.57${\mu}{\textrm}{m}$ each. Third, as a result of the water quality analysis by using Airborne MSS, Chlorophyll-a could have a distribution chart when carried out ratio of B3 and BS to B7. And Band 7 was useful for making the distribution chart of suspended sediments. And when we carried out PCA, suspended sediments and turbidity had distributions at PC 1 , PC 4 each similarly to ground truth data. Above results can be changed according to the change of season and time. Therefore, in order to analyze more exactly the environmental factors of water quality by using LRC data, we need to investigate constantly the ground truth data and the radiance feature of reflectance of water body. Afterward in this study, we will constantly analyze the radiance feature of the surface of water in water body by measuring the on-the-spot radiance reflectance and using low resolution satellite image(SeaWiFs). Besides, we will gather the data of water quality analysis in water body and analyze the pattern of water pollution.

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토지이용이 다변화된 산림 유역의 수질에 미치는 몬순 강우의 영향 (Effects of Monsoon Rainfalls on Surface Water Quality in a Mountainous Watershed under Mixed Land Use)

  • 조경원;이현주;박지형
    • 한국농림기상학회지
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    • 제12권3호
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    • pp.197-206
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    • 2010
  • 토지 이용이 다변화된 산지 유역에서 몬순 강우에 의한 환경 영향을 평가하는데 필수적인 기초 자료를 확보하기 위해 수질의 계절간 비교와 강우사상 집중샘플링의 방법을 활용하여 지표수 수질의 시공간적 변이 특성을 조사하였다. 유역 내 토지 이용을 반영하는 지표수 9개 지점을 대상으로 건 우기 수질의 계절적 차이를 비교하고, 2회의 강우사상에 대해 산림과 농경지 하천 2개 지점에서 집중 샘플링을 실시하였다. 대부분의 지점에서 건기보다 우기에 전기전도도와 $Cl^-$ 농도는 더 낮았으나, 총 금속 농도는 우기에 훨씬 더 높았다. 이는 우기에 늘어난 유량에 의해 용존 이온은 희석되고, 토양 침식량은 증가됐기 때문인 것으로 보인다. 한편 18mm의 적은 강우 시에 산림 하천의 수질에서는 거의 변화가 보이지 않은 데 반해, 농경지 하천에서는 부유토사와 용존 물질 농도가 모두 가파른 변화를 보였으며, 452mm의 많은 강우에 대해서는 농경지 하천은 물론 산림 하천에서도 큰 수질 변화를 관찰할 수 있었다. 농경지 하천의 Pb 농도는 부유토사 농도와 높은 양의 상관관계를 보였다. 제한된 샘플링 횟수와 조사지점으로 인해 결과 해석에 신중을 기해야 하겠지만, 전체 결과는 가파른 산지 유역에 농경지가 무분별하게 확장되면 강우의 변동폭과 극단화가 심해질 경우 토양 침식과 그에 따른 환경 영향의 취약도가 증가할 것임을 시사한다.

Swash대역에서의 해빈표사 부유거동에 관한 연구 (Suspension of Sediment over Swash Zone)

  • 조용준;김권수;유하상
    • 대한토목학회논문집
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    • 제28권1B호
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    • pp.95-109
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    • 2008
  • 본 연구에서는 LDS 난류응력 모형, Van Rijn의 pick up 함수를 활용하여 일정 경사부에서의 파랑의 이행과 천수, 연이은 쇄파현상, plunging breaker에 후행하는 해저질의 역동적인 부유와 down rush와 후행 파랑에 의한 표사의 재분배를 수치모의 하였다. 이 과정에서 해저질과 소통하는 저면 유체력에 대한 quadratic law를 중심으로 한 기존의 연구 성과들은 정상상태에 기초하여 급속히 가속되고 감속되는 swash 대역의 수리특성을 반영할 수 없다는 결론에 도달하고 이러한 인식에 기초하여 새로운 산출방법이 제시되었다. 새로운 산출방법을 토대로 수치모의하여 비선형 천수과정의 일반적인 특징, 동조 비동조 고차 조화성분으로 전이된 파랑에너지로 인해 상당히 예리하고 왜도된 파형, 파형의 마루로부터 시작되는 물입자 자유낙하, 착수로 인한 커다란 물보라의 형성, 물보라 형성층의 해변으로의 이행, wave finger (Narayanaswamy와 Dalrymple, 2002), swash 대역에서 진행되는 부유사 순환과정, swash 대역에서 처오름으로 인해 부유된 부유사 무리의 off shore 방향으로의 순 이동 등이 비교적 정확히 재현되는 등 상당히 고무적인 결과를 얻을 수 있었다. 이러한 결과는 기존의 Euler 좌표계에서 정의되는 파랑모형과 이동경계 기법의 한계를 뛰어 넘는 것으로 향후 보다 정확한 침식해석이 가능 할 것으로 판단된다.