• 제목/요약/키워드: local topography

검색결과 216건 처리시간 0.032초

Spatial Estimation of soil roughness and moisture from Sentinel-1 backscatter over Yanco sites: Artificial Neural Network, and Fractal

  • Lee, Ju Hyoung
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2020년도 학술발표회
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    • pp.125-125
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    • 2020
  • European Space Agency's Sentinel-1 has an improved spatial and temporal resolution, as compared to previous satellite data such as Envisat Advanced SAR (ASAR) or Advanced Scatterometer (ASCAT). Thus, the assumption used for low-resolution retrieval algorithms used by ENVISAT ASAR or ASCAT is not applicable to Sentinel-1, because a higher degree of land surface heterogeneity should be considered for retrieval. The assumption of homogeneity over land surface is not valid any more. In this study, considering that soil roughness is one of the key parameters sensitive to soil moisture retrievals, various approaches are discussed. First, soil roughness is spatially inverted from Sentinel-1 backscattering over Yanco sites in Australia. Based upon this, Artificial Neural Networks data (feedforward multiplayer perception, MLP, Levenberg-Marquadt algorithm) are compared with Fractal approach (brownian fractal, Hurst exponent of 0.5). When using ANNs, training data are achieved from theoretical forward scattering models, Integral Equation Model (IEM). and Sentinel-1 measurements. The network is trained by 20 neurons and one hidden layer, and one input layer. On the other hand, fractal surface roughness is generated by fitting 1D power spectrum model with roughness spectra. Fractal roughness profile is produced by a stochastic process describing probability between two points, and Hurst exponent, as well as rms heights (a standard deviation of surface height). Main interest of this study is to estimate a spatial variability of roughness without the need of local measurements. This non-local approach is significant, because we operationally have to be independent from local stations, due to its few spatial coverage at the global level. More fundamentally, SAR roughness is much different from local measurements, Remote sensing data are influenced by incidence angle, large scale topography, or a mixing regime of sensors, although probe deployed in the field indicate point data. Finally, demerit and merit of these approaches will be discussed.

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인공적 지형변화가 국지풍에 미치는 영향 (Effect of Artificial Changes in Geographical Features on Local Wind)

  • 김도용;김재진
    • 대한원격탐사학회지
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    • 제32권2호
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    • pp.185-194
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    • 2016
  • 본 연구에서는 지리정보시스템(GIS) 자료와 전산유체역학(CFD) 모델을 이용하여, 해상교량 건설에 따른 하의도 남쪽 지역의 인공적 지형변화가 국지풍에 미치는 영향을 조사하였다. 수치모델의 지표 경계 입력 자료로써 대상영역의 3차원 수치지형은 GIS 자료를 기반으로 구축하였으며, 유입류는 하의도 자동기상관측소(AWS)에서 관측된 바람자료로부터 설정하였다. 수치모의는 인공적 지형변화 전과 후에 대하여 계절별로 수행하였으며, 인근 염전지역의 바람 차단 효과를 중점적으로 분석하였다. 지표풍속은 접속도로 건설 구간에 인접한 남서쪽 지역에서 최대 유입류 대비 약 5~20% 정도 감소하는 것으로 나타났으며, 염전지역 전체에 대한 지표풍속은 평균 유입류 대비 약 2% 미만 감소하는 것으로 평가되었다. 또한, 서풍계열의 바람은 상대적으로 인공적 지형변화의 영향이 크게 나타났다.

축산시설의 지역경관적 이미지에 관한 연구 (A Study on Local Landscape Image of Barn Architecture)

  • 정건채;김갑득
    • 한국농촌건축학회논문집
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    • 제18권2호
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    • pp.55-62
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    • 2016
  • The goal of this study is to recreate the identification of landscape image through the Agricultural Architecture in rural area. Most of them are not kept with houses in traditional village and the other structures in garden area of Korea, because they are located in the isolated field or placed near along the local street, are designed as a very heavily designed building, and are covered by different materials and color against village architecture. I researched cattle barns in both Korea and Germany of what they have had images in a distance-view points of local area, so that I might find a suitable image of Barn Architecture with topography of rural areas. I surveyed rural agricultural buildings with different point of views on landscape structure, architectural form and materials, and conditions animal welfare. There are three results from this paper as follows: First, the placement of animal barn in garden area is isolated to village so that it may keep a clean environment of village, which it makes non appropriate to land using and village view. Second, the architectural form makes a different image to the village building, because it has an oversize against houses in village or has no rhythm and dividing form of simple gable barm. Third, the barn architecture is better to consider of eco-friendly materials with animal welfare concept design, when it starts to design the barn in the field.

Development of a Dynamic Downscaling Method for Use in Short-Range Atmospheric Dispersion Modeling Near Nuclear Power Plants

  • Sang-Hyun Lee;Su-Bin Oh;Chun-Ji Kim;Chun-Sil Jin;Hyun-Ha Lee
    • Journal of Radiation Protection and Research
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    • 제48권1호
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    • pp.28-43
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    • 2023
  • Background: High-fidelity meteorological data is a prerequisite for the realistic simulation of atmospheric dispersion of radioactive materials near nuclear power plants (NPPs). However, many meteorological models frequently overestimate near-surface wind speeds, failing to represent local meteorological conditions near NPPs. This study presents a new high-resolution (approximately 1 km) meteorological downscaling method for modeling short-range (< 100 km) atmospheric dispersion of accidental NPP plumes. Materials and Methods: Six considerations from literature reviews have been suggested for a new dynamic downscaling method. The dynamic downscaling method is developed based on the Weather Research and Forecasting (WRF) model version 3.6.1, applying high-resolution land-use and topography data. In addition, a new subgrid-scale topographic drag parameterization has been implemented for a realistic representation of the atmospheric surface-layer momentum transfer. Finally, a year-long simulation for the Kori and Wolsong NPPs, located in southeastern coastal areas, has been made for 2016 and evaluated against operational surface meteorological measurements and the NPPs' on-site weather stations. Results and Discussion: The new dynamic downscaling method can represent multiscale atmospheric motions from the synoptic to the boundary-layer scales and produce three-dimensional local meteorological fields near the NPPs with a 1.2 km grid resolution. Comparing the year-long simulation against the measurements showed a salient improvement in simulating near-surface wind fields by reducing the root mean square error of approximately 1 m/s. Furthermore, the improved wind field simulation led to a better agreement in the Eulerian estimate of the local atmospheric dispersion. The new subgrid-scale topographic drag parameterization was essential for improved performance, suggesting the importance of the subgrid-scale momentum interactions in the atmospheric surface layer. Conclusion: A new dynamic downscaling method has been developed to produce high-resolution local meteorological fields around the Kori and Wolsong NPPs, which can be used in short-range atmospheric dispersion modeling near the NPPs.

영양군 삼지지구 농촌테마공원 발전계획 (Development Plan of the Rural Experience Theme Park in Samji Area, Youngyanggun)

  • 민흥기;백승석;송이;리신호
    • 농촌계획
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    • 제18권4호
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    • pp.171-180
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    • 2012
  • This study promotes the improvement of local incomes and rural activation by establishing rural experience theme park plans using local resources of Samzi district, Yeongyang-gun. The spatial scope of the study is the whole district of Samzi 1-ri, Yeongyang-eup, Yeongyang-gun, Gyeongsangbuk-do, the destination area is $129.927m^2$. The scope of the contents was to investigate general status of the site and was conducted as a basic plan, a basic planning stage through analysis of terrain and topography, slope analysis, aspect, SWOT analysis. The satisfaction of the customers to experience is increased, activation of rural exchange and income-generating infrastructure can be expected by creations the space of rural experience theme park. Themes are selected systematically and variety of the programs and spatial planning will be analyzed to promote more efficient business.

초음파원자현미경을 이용한 나노스케일 박막 코팅층에 대한 탄성특성 평가 (Evaluation of Elastic Properties for Nanoscale Coating Layers Using Ultrasonic Atomic Force Microscopy)

  • 곽동열;조승범;박익근
    • 한국생산제조학회지
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    • 제24권5호
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    • pp.475-480
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    • 2015
  • Ultrasonic atomic force microscopy (Ultrasonic-AFM) has been used to investigate the elastic property of the ultra-thin coating layer in a thin-film system. The modified Hertzian theory was applied to predict the contact resonance frequency through accurate theoretical analysis of the dynamic characteristics of the cantilever. We coat 200 nm thick Aluminum and Titanium thin films on the substrate using the DC Magnetron sputtering method. The amplitude and phase of the contact resonance frequency of a vibrating cantilever varies in response to the local stiffness constant. Ultrasonic-AFM images were obtained using the variations in the elastic property of the materials. The morphology of the surface was clearly observed in the Ultrasonic-AFM images, but was barely visible in the topography. This research demonstrates that Ultrasonic-AFM is a promising technique for visualizing the distribution of local stiffness in the nano-scale thin coatings.

대륙붕 지형을 갖는 해양의 바람응력에 대한 초기반응의 수치실험 (A Numerical Experiment of Transient Response of the Basin with Continental Shelf-like Bottom Topography to Local Wind Stress)

  • 이상룡
    • 한국수산과학회지
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    • 제22권2호
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    • pp.79-85
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    • 1989
  • 대륙붕과 대륙사면을 갖는 직사각형 해양의 북쪽 일부분에서 불어오는 바람에 대한 이 해양의 초기 단계에서의 반응이 수치실험을 통하여 관찰되었으며 그 결과는 다음과 같다. 1. 전반적으로 보아 대륙붕파와 아주 유사한 파동이 발생되었으며 대륙붕을 따라 반시계방향으로 전파되었다. 2. 가장 먼저 대륙사면 밖에 중심을 두는 반시계방향의 vortex가 서쪽해안에 발생하여 해안을 따라 반시계방향으로 전파하며 그 속도는 $200\~300km/day$이다. 3. 바람응력이 끝날 즈음부터 대륙사면에 중심을 두는 일련의 vortex들이 생기나 해안을 따라 전파하며, 이 vortex들은 이 모델해양의 고유 모드중의 하나와 관련되는 것으로 생각된다. 4. 초기 단계에서의 대륙붕파의 발생은 각 모드별로 시차를 갖고 선택적으로 발달되어 전파되는 것으로 보여진다.

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An Extended Model Evaluation Method under Uncertainty in Hydrologic Modeling

  • Lee, Giha;Youn, Sangkuk;Kim, Yeonsu
    • 한국지반환경공학회 논문집
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    • 제16권5호
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    • pp.13-25
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    • 2015
  • This paper proposes an extended model evaluation method that considers not only the model performance but also the model structure and parameter uncertainties in hydrologic modeling. A simple reservoir model (SFM) and distributed kinematic wave models (KWMSS1 and KWMSS2 using topography from 250-m, 500-m, and 1-km digital elevation models) were developed and assessed by three evaluative criteria for model performance, model structural stability, and parameter identifiability. All the models provided acceptable performance in terms of a global response, but the simpler SFM and KWMSS1 could not accurately represent the local behaviors of hydrographs. Moreover, SFM and KWMSS1 were structurally unstable; their performance was sensitive to the applied objective functions. On the other hand, the most sophisticated model, KWMSS2, performed well, satisfying both global and local behaviors. KMSS2 also showed good structural stability, reproducing hydrographs regardless of the applied objective functions; however, superior parameter identifiability was not guaranteed. A number of parameter sets could result in indistinguishable hydrographs. This result indicates that while making hydrologic models complex increases its performance accuracy and reduces its structural uncertainty, the model is likely to suffer from parameter uncertainty.

태풍의 풍향특성을 고려한 천해파 산정에 관한 연구 (A Study on the Numerical Calculation for Shallow Water Waves Considering the Wind Direction Characteristics of Typhoon)

  • 이경선;김정태;류청로
    • 한국해양공학회지
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    • 제21권1호
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    • pp.1-6
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    • 2007
  • While a typhoon is traveling, characteristics of its wind fields are continuously changing, producing severe changes in local water level and wave conditions, especially, when a typhoon comes into shallow water. However, there have not been many studies related to local typhoon effects, especially, considering real time changes of wind direction related to the coastal topography. In the study, the characteristics of the wind field by typhoon and topographical characteristics in shallow water are considered, as well as conditions of wave climate estimation. These are performed by the SWAN (Simulating waves nearshore) model, in order to estimate the growth of wave energy due to the wind field. It can be strongly suggested that the wave energy of theof an inner bay should be estimated when the direction of the bay entrance and the wind direction of the typhoon are identical. The result of the numerical calculations is in better agreement with the observed data than the result of the conventional estimation techniques.

외해구조물 건설에 따른 해빈 변형에 관한 실험적 연구 (Experimental Study for Beach Process by Construction of Offshore Structure)

  • 이중우
    • 한국해안해양공학회지
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    • 제12권2호
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    • pp.96-106
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    • 2000
  • 최근에까지 대형구조물이 해양공간이용의 목적으로 외해공항 및 해양터미날로 건설되어 왔다 그러나 때로는 이와같은 큰 규모의 구조물은 파량에 대해 현저한 벽으로 작용하게 되고 해안에 심각한 침식현상을 야기하게 된다 본 연구는 해안선으로부터 각기 다른 거리에 외해구조물을 건설할 때에 해저지형변화를 다룬 것으로 일련의 3차원 이동상실험으로 상세히 조사하였다 또한 해빈류와 외해구조물 배후의 국소침식과의 관계를 분명하게 하기 위하여 수리모델실험과 같은 규격으로 Boussinesq방정식 모델로 해빈류를 계산하고 비교하였다.

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