• 제목/요약/키워드: Erosion Model

검색결과 594건 처리시간 0.029초

SOIL EROSION MODELING USING RUSLE AND GIS ON THE IMHA WATERSHED

  • Kim, Hyeon-Sik;Julien Pierre Y.
    • Water Engineering Research
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    • 제7권1호
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    • pp.29-41
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    • 2006
  • The Imha watershed is vulnerable to severe erosion due to the topographical characteristics such as mountainous steep slopes. Sediment inflow from upland area has also deteriorated the water quality and caused negative effects on the aquatic ecosystem of the Imha reservoir. The Imha reservoir was affected by sediment-laden density currents during the typhoon 'Maemi' in 2003. The RUSLE model was combined with GIS techniques to analyze the mean annual erosion losses and the soil losses caused by typhoon 'Maemi'. The model is used to evaluate the spatial distribution of soil loss rates under different land uses. The mean annual soil loss rate and soil losses caused by typhoon 'Maemi' were predicted as 3,450 tons/km2/year and 2,920 ton/km2/'Maemi', respectively. The sediment delivery ratio was determined to be about 25% from the mean annual soil loss rate and the surveyed sediment deposits in the Imha reservoir in 1997. The trap efficiency of the Imha reservoir was calculated using the methods of Julien, Brown, Brune, and Churchill and ranges from 96% to 99%.

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A Practice of Developing New Environment-friendly System by Composites

  • Kim, Yun-Hae;Yang, Dong-Hun;Jo, Young-Dae;An, Seung-Jun;Park, Se-Ho;Yoon, Sung-Won
    • 공학교육연구
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    • 제13권5호
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    • pp.8-14
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    • 2010
  • This study intends to study about the blade performance loss occurred due to the variation in the shape of an airfoil from attachment/non-attachment of an erosion shield for the hovercraft. The model in this study has used NACA44XXseries, has designed NACA44XX-series by using the Auto CAD, and it designed the shape that has attached an erosion shield to this model according to the thickness and length. By using these models, a grid was generated by GAMBIT and the lift coefficient ($C_l$) and the drag coefficient ($C_d$) were calculated FLUENT code for flow analysis. Through this, the $C_l$ and $C_d$ have calculated and compared the lift-to-drag ratio that an indicator of airfoil performance according to the shape and attachment/non-attachment of erosion shield.

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Modelling and Analysis of Electrodes Erosion Phenomena of $SF_6$ Arc in a Laval Nozzle

  • Lee, Byeong-Yoon;Liau, Vui Kien;Song, Ki-Dong;Park, Kyong-Yop
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2005년도 제36회 하계학술대회 논문집 B
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    • pp.972-974
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    • 2005
  • The present work deals with the theoretical study of the effects of copper vapours resulting from the erosion of the electrodes on the properties of a SF6 arc in a Laval nozzle. Computations have been done for a DC arc of 1000A with upstream gas pressure of 3.75MPa. The arc plasma is assumed to be in local thermodynamic equilibrium(LTE). The sheath and non-equilibrium region around the electrodes are not considered in this model. However, its effects on the energy flux into the electrodes are estimated from some experimental and theoretical data. The turbulence effects are calculated using the Prandtl mixing length model. A conservation equation for the copper vapour concentration is solved together with the governing equations for mass, momentum and energy of the gas mixture. Comparisons were made between the results with and without electrodes erosion. It has been found that the presence of copper vapours cools down the arc temperature due to the combined effects of increased radiation and increased electrical conductivity. The copper vapour distribution is very sensitive to the turbulent parameter. The erosion of upstream electrode(cathode) has larger effects on the arc compared to the downstream electrode(anode) as the copper vapour eroded from the anode cannot diffuse against the high-speed axial flow.

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Prediction of the Major Factors for the Analysis of the Erosion Effect on Atomic Oxygen in LEO Satellite Using a Machine Learning Method (LSTM)

  • Kim, You Gwang;Park, Eung Sik;Kim, Byung Chun;Lee, Suk Hoon;Lee, Seo Hyun
    • 항공우주시스템공학회지
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    • 제14권2호
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    • pp.50-56
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    • 2020
  • In this study, we investigated whether long short-term memory (LSTM) can be used in the future to predict F10.7 index data; the F10.7 index is a space environment factor affecting atomic oxygen erosion. Based on this, we compared the prediction performances of LSTM, the Autoregressive integrated moving average (ARIMA) model (which is a traditional statistical prediction model), and the similar pattern searching method used for long-term prediction. The LSTM model yielded superior results compared to the other techniques in the prediction period starting from the max/min points, but presented inferior results in the prediction period including the inflection points. It was found that efficient learning was not achieved, owing to the lack of currently available learning data in the prediction period including the maximum points. To overcome this, we proposed a method to increase the size of the learning samples using the sunspot data and to upgrade the LSTM model.

Simulation of Surface Flow and Soil Erosion on a Forest Road Using KINEROS2 Model

  • 임상준
    • 농업생명과학연구
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    • 제43권4호
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    • pp.1-8
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    • 2009
  • The physically based model KINEROS2 was applied to forest road segments for simulating hydrology and sediment production. Data on rainfall amounts, runoff volume, and sediment yields were collected at two small plots in the Yangpyong experimental watershed. The KlNEROS2 model can be parameterized to match the volume of surface flow and sediment yields during seven storm events. Model predictions of hydrology were in good agreement with the observed data at two plots in the year 1997 and 1998. A comparison between the observed and predicted sediment yields indicated that the model provided reasonable estimates, although the model tended to under-estimate for some storm events. The overall result shows that the KINEROS2 model properly represents the hydrology and sediment transport processes in the forest road segments.

WEPP Watershed Version을 이용한 홍천군 자운리 농경지 토양유실 예측 및 경사도에 따른 토양유실량 평가 (Evaluation of Sediment Yield Prediction and Estimation of Sediment Yield under Various Slope Scenarios at Jawoon-ri using WEPP Watershed Model)

  • 최재완;현근우;이재운;신동석;김기성;박윤식;김종건;임경재
    • 한국물환경학회지
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    • 제25권3호
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    • pp.441-451
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    • 2009
  • To evaluate the soil erosion best management practices, many computer models has been utilized over the years. Among those, the USLE and SWAT models have been widely used. These models estimate the soil erosion from the field using empirically-based USLE/MULSE in it. However, these models are not good enough to estimate soil erosion from highland agricultural watershed where severe storm events are causing soil erosion and muddy water issues at the receiving watersheds. Thus, physically-based WEPP watershed version was applied to a watershed, located at Jawoon-ri, Gangwon with very detailed rainfall data, rather than daily rainfall data. Then it was validated with measured sediment data collected at the sediment settling ponds and through overland flow. In this study, very detailed rainfall data, crop management data, soil data reflecting soil reconditioned for higher crop production were used in the WEPP runs. The $R^2$ and the EI for runoff comparisons were 0.88 and 0.91, respectively. For sediment comparisons, the $R^2$ and the EI values were 0.95 and 0.91. Since the WEPP provides higher accuracies in predicting runoff and sediment yield from the study watershed, various slope scenarios (2%, 3%, 5.5%, 8%, 10%, 13%, 15%, 18%, 20%, 23%, 25%, 28%, 30%) were made and simulated sediment yield values were analyzed to develop appropriate soil erosion management practices. It was found that soil erosion increase linearly with increase in slope of the field in the watershed. However, the soil erosion increases dramatically with the slope of 20% or greater. Therefore special care should be taken for the agricultural field with slope greater than 20%. As shown in this study, the WEPP watershed version is suitable model to predict soil erosion where torrential rainfall events are causing significant amount of soil loss from the field and it can also be used to develop site-specific best management practices.

현장관측에 의한 친환경 해안조성을 위한 침식방지 호안공 개발에 관한 기초적 연구 (Basic Research on Revetments Development of Erosion Protection for Coastline Creation of Hydrophilic Environment by Field Observation)

  • 이종석;한재명
    • 한국수자원학회논문집
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    • 제41권10호
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    • pp.983-993
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    • 2008
  • 근래에 이상기상과 지구 온난화로 인한 해수면 상승과 해사채취, 난개발에 의해 국내외 연안역에 여러 형태의 침식피해가 발생되고 있다. 이에 대한 침식방지 및 보호대책 공법이 적용되고 있으나 큰 실효를 거두지 못하고 있다. 연안보호 구조물로 PC 콘크리트 호안블럭이 국내외 연안에 시공되고 있으나 대부분의 기존 구조물들은 사람의 접근성이 어려운 구조물로 시공되어 있어 친수성이 부족한 실정이다. 본 연구에서는 이런 점들을 보완하여 사람들의 접근성이 좋으면서 연안침식 방지 보호 능력이 우수한 친수성 호안공을 개발하고자 한다. 개발한 호안공의 성능과 기능의 확보를 위해 모형실험이 반사율, 파량, 월파고에 대해 수행되었다. 그 결과는 일반 계단형 보다 훨씬 좋은 결과를 나타냈다. 또한 호안공의 실용화를 위해 현장실험은 노출부 일단면의 식생실험과 해안역의 침식구간에 시공실험을 실시하였다. 후자의 경우는 실험구간에서 많은 양의 모래가 짧은 시간에 퇴적되어 연안침식 방지 및 보호용 친수 호안공으로서의 현장 적용성을 확인하였다.

기후변화에 따른 임하댐 유역의 GIS 기반 토양침식 추정 (GIS-based Estimation of Climate-induced Soil Erosion in Imha Basin)

  • 이길하;이근상;조홍연
    • 대한토목학회논문집
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    • 제28권3D호
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    • pp.423-429
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    • 2008
  • 본 연구의 목적은 기후변화와 토지이용에 의한 미래 토양침식을 추정하는 것이다. 기후모형인 CCCma (Canadian Centre for Climate Modelling and Analysis)에 의해 예측된 강우자료 중 2030년에서 2050년까지의 자료를 이용하여 토양침식 모의를 수행한 후 관측값과 비교하였다. 즉, 현재의 토양침식 관측값과 예측된 미래의 조건에 따른 토양침식 결과에 대한 상대비교를 통해 기후변화가 토양침식에 미치는 영향을 분석하였다. 사회-경제 변화에 의해 예상되는 토지이용 변화와 기온 및 의 증가에 따른 식물성장에 대하여 포괄적으로 고려하였다. A2 시나리오와 B2 시나리오에 의해 예측된 2030년에서 2050년 기간의 모의된 강우평균을 1966년에서 1998년 사이의 관측 강우평균과 비교한 결과 각각 17.7%와 24.5% 증가하는 것으로 나타났다. B2 시나리오에 의한 토양침식량이 A2 시나리오에 의한 값보다 크게 예측되는 것을 확인할 수 있었으며, 총 6개 시나리오(일부 농촌 지역의 도시화 2개 시나리오, 전 농촌 지역의 도시화 2개 시나리오, 식물성장을 가정한 시나리오 2개) 중 일부 농촌 지역이 순차적 도시화가 이루어지는 시나리오를 제외한 나머지의 경우 토양침식이 48%에서 90%까지 증가하는 것을 알 수 있었다. 온도에 의한 식물성장속도의 가속, 높은 증발산을, 그리고 거름효과가 미치는 영향 등을 가정한 시나리오가 토양침식결과는 이를 가정하지 않은 시나리오보다 약 25% 정도 작게 예측되는 것을 확인할 수 있었다. 연구결과 본 대상유역의 미래에는 강우량과 토양침식량이 증가할 것으로 사료되므로, 이에 대한 관심을 가져야 할 것이다.

MEASUREMENT OF COASTAL EROSION ON THE EAST SEA USING CORONA SATELLITE IMAGERY

  • Park, Hee-Dae;Kim, Jong-Hong;Heo, Joon
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 2006년도 Proceedings of ISRS 2006 PORSEC Volume II
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    • pp.760-763
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    • 2006
  • In this paper, a small portion of coastline on the EAST SEA was studied using CORONA panoramic satellite photo and 1:5000 Korean National Topographic Map. The project site near Kangneung city was 3 Km shoreline on the Kangmoon Beach and the SongJeong Beach, which have suffered from severe erosion. The first and the most important step was to rectify a CORONA image over the project site. A rigid mathematical model and a heuristic polynomial transformation were used for the purpose. The rectified image was overlaid with 1:5000 Korean National Topographic Map produced by aerial mapping. Among numerous methods for shoreline erosion measurement, area-based approach was chosen and used for the computation for annual shoreline recession. The final result of the analysis was that the average recession in the period of 1963-1998 was 33.6m and the annual rate was 0.96m.

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연성 식생모형에 의한 해빈침식방지 특성에 관한 실험적 연구 (Hydraulic Experiment on the Effects of Beach Erosion Prevention with Flexible Coastal Vegetation)

  • 이성대;박정철;홍창배
    • 한국해양공학회지
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    • 제23권1호
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    • pp.31-37
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    • 2009
  • Coastal vegetation consists of rooted flowering marine plants that provide a variety of ecosystem services to the coastal areas they colonize. The attenuation of currents and waves and sediment stabilization are often listed among these services. From this point of view, artificial seaweed is an effective method of controlling sea bed sediment and stabilization without damaging the landscape or the stability of the coastline. A series of hydraulic experiments were performed in a wave channel with regular and irregular waves to examine the effect of artificial seaweed in relation to scouring and beach erosion prevention. Based on the results of these experiments, the coastal vegetation model is efficient against scouring and beach erosion.