• 제목/요약/키워드: High-grid resolution

검색결과 217건 처리시간 0.024초

Gas Dynamical Evolution of Central Regions of Barred Galaxies

  • 서우영;김웅태
    • 천문학회보
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    • 제36권1호
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    • pp.55.1-55.1
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    • 2011
  • We investigate dynamical evolution of gas in barred galaxies using a high-resolution, grid-based hydrodynamic simulations on two-dimensional cylindrical geometry. Non-axisymmetric gravitational potential of the bar is represented by the Ferrers ellipsoids independent of time. Previous studies on this subject used either particle approaches or treated the bar potential in an incorrect way. The gaseous medium is assumed to be infinitesimally-thin, isothermal, unmagnetized, and initially uniform. To study the effects of various environments on the gas evolution, we vary the gas sound speed as well as the mass of a SMBH located at the center of a galaxy. An introduction of the bar potential produces bar substructure including a pair of dust lane shocks, a nuclear ring, and nuclear spirals. The sound speed affects the position and strength of the bar substructure significantly. As the sound speed increases, the dust lane shocks tend to move closer to the bar major axis, resulting in a smaller-size nuclear ring at the galactocentric radius of about 1 kpc. Nuclear spirals that develop inside a nuclear ring can persist only when either sound speed is low or in the presence of a SMBH; they would otherwise be destroyed by the ring material with eccentric orbits. The mass inflow rates of gas toward the galactic center is also found to be proportional to the sound speed. We find that the sound speed should be 15 km/s or larger if the mass inflow rate is to explain nuclear activities in Seyfert galaxies.

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ERBE와 AVHRR에 의하여 추정된 지구의 장파복사량 비교 (A Comparison of ERBE and AVHRR Longwave Flux Estimates)

  • 오성남
    • 대한원격탐사학회지
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    • 제6권2호
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    • pp.75-88
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    • 1990
  • NOAA 위성의 narrow-band AVHRR(Advanced Very. High Resolution Radiometer) 적 외선 채널과 broad-band 0.2 - 50$\mu\textrm{m}$ 영역의 ERBE(Earth Radiation Budget Experiment) scanning instrument에 의하여 관측된 radiance로부터 추정된 지구의 대기 외장파복사량 (Outgoing Longwave Radiation:OLR) 이 비교조사되었다. 이를 위하여 1985년 4월, 7월, 10월과 1986년 1월에 위성에서 관측된 radiance를 각각 이용하였고 비교된 OLR은 위도와 경도가 각각 2.5$^{\circ}$ 간격으로 구분된 grid내에서 일치(collocate)시켜 지역별(zonal), 그리고 전지구(global)규모 로 비교되었다. ERBE와 AVHRR에 의하여 각각 추정된 OLR값의 차(ERBE minus AVHRR)에 의한 분석 결과는 주간의 경우 -1~2 W/m$^2$의 값과 야간의 경우 4~7 W/m$^2$의 값으로 비교적 좋은 일치를 보였지만 이들의 RMS는 하절(6월)에 12 W/m$^2$와 동절(12월)에 5 W/m$^2$의 값으로 다소 높은 차이를 보였다. 한편, 이들 OLR값을 관측지역에 따라 큰 차 이를 나타내어 사막지역과 아열대고기압(subtropical ocean)대에서는 상반된 결과를 보였다. 이들 지역에 대한 차이는 지역적 기온구조와 지표온도의 영향을 다 고려하지 못하고 OLR 측정치를 도 출하는 대기복사모델(radiation model)의 regional systematic bias에서 기인된 것으로 해석된다. 즉 사막의 지표역전층에 대한 AVHRR과 해면의 대기구조에 대한 ERBE의 OLR은 상반된 영향을 보였다.

Rockfall Source Identification Using a Hybrid Gaussian Mixture-Ensemble Machine Learning Model and LiDAR Data

  • Fanos, Ali Mutar;Pradhan, Biswajeet;Mansor, Shattri;Yusoff, Zainuddin Md;Abdullah, Ahmad Fikri bin;Jung, Hyung-Sup
    • 대한원격탐사학회지
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    • 제35권1호
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    • pp.93-115
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    • 2019
  • The availability of high-resolution laser scanning data and advanced machine learning algorithms has enabled an accurate potential rockfall source identification. However, the presence of other mass movements, such as landslides within the same region of interest, poses additional challenges to this task. Thus, this research presents a method based on an integration of Gaussian mixture model (GMM) and ensemble artificial neural network (bagging ANN [BANN]) for automatic detection of potential rockfall sources at Kinta Valley area, Malaysia. The GMM was utilised to determine slope angle thresholds of various geomorphological units. Different algorithms(ANN, support vector machine [SVM] and k nearest neighbour [kNN]) were individually tested with various ensemble models (bagging, voting and boosting). Grid search method was adopted to optimise the hyperparameters of the investigated base models. The proposed model achieves excellent results with success and prediction accuracies at 95% and 94%, respectively. In addition, this technique has achieved excellent accuracies (ROC = 95%) over other methods used. Moreover, the proposed model has achieved the optimal prediction accuracies (92%) on the basis of testing data, thereby indicating that the model can be generalised and replicated in different regions, and the proposed method can be applied to various landslide studies.

Physical Dimensions of Planet-hosting Stars

  • Bach, Kiehunn;Kang, Wonseok
    • 천문학회보
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    • 제44권1호
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    • pp.85.1-85.1
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    • 2019
  • Accurate estimation of the masses, the ages, and the chemical abundances of host stars is crucial to understand physical characteristics of exo-planetary systems. In this study, we investigate physical dimensions of 94 planet-hosting stars based on spectroscopic observation and stellar evolutionary computation, From the high resolution echelle spectroscopy of the BOES observation, we have analysed metallicities and alpha-element enhancements of host stars. By combining recent spectro-photometric observations, stellar parameters are calibrated within the frame work of the standard stellar theory. In general, the minimum chi-square estimation can be strongly biased in cases that stellar properties rapidly changes after the terminal age main-sequence. Instead, we adopt a Bayesian statistics considering a priori distribution of stellar parameters during the rapid evolutionary phases. we determine a reliable set of stellar parameters between theoretical model grids. To overcome this statistical bias, (1) we adopt a Bayesian statistics considering a priori distribution of stellar parameters during the rapid evolutionary phases and (2) we construct the fine model grid that covers mass range ($0.2{\sim}3.0M_{\odot}$) with the mass step ${\Delta}M=0.01M_{\odot}$, metallicities Z = 0.0001 ~ 0.04, and the helium and the alpha-element enhancement. In this presentation, we introduce our calibration scheme for several hosting stars.

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Analysis of Extreme Sea Surface Temperature along the Western Coastal area of Chungnam: Current Status and Future Projections

  • Byoung-Jun Lim;You-Soon Chang
    • 한국지구과학회지
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    • 제44권4호
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    • pp.255-263
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    • 2023
  • Western coastal area of Chungnam, including Cheonsu Bay and Garorim Bay, has suffered from hot and cold extremes. In this study, the extreme sea surface temperature on the western coast of Chungnam was analyzed using the quantile regression method, which extracts the linear regression values in all quantiles. The regional MOHID (MOdelo HIDrodinâmico) model, with a high resolution on a 1/60° grid, was constructed to reproduce the extreme sea surface temperature. For future prediction, the SSP5-8.5 scenario data of the CMIP6 model were used to simulate sea surface temperature variability. Results showed that the extreme sea surface temperature of Cheonsu Bay in August 2017 was successfully simulated, and this extreme sea surface temperature had a significant negative correlation with the Pacific decadal variability index. As a result of future climate prediction, it was found that an average of 2.9℃ increased during the simulation period of 86 years in the Chungnam west coast and there was a seasonal difference (3.2℃ in summer, 2.4℃ in winter). These seasonal differences indicate an increase in the annual temperature range, suggesting that extreme events may occur more frequently in the future.

Discovery of Raman-scattered He II Features at 6545 Å in Planetary Nebulae NGC 6886 & NGC 6881 from BOES Spectroscopy

  • Choi, Bo-Eun;Lee, Hee-Won
    • 천문학회보
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    • 제45권1호
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    • pp.50.4-51
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    • 2020
  • We report our discovery of Raman-scattered He II λ6545 feature in young planetary nebulae NGC 6886 and NGC 6881 which indicates the existence of atomic hydrogen components. Considering sharply increasing cross-section of hydrogen atom near the resonance, Raman-scattered He II features are a useful diagnostic tool to investigate the distribution and kinematics of H I region in planetary nebulae. The high-resolution spectroscopic observation was carried out using BOES installed on the 1.8 m telescope of BOAO. We estimate the column density of H I region and its expansion velocity using our grid-based Monte-Carlo radiative transfer code. We assume that the H I region is uniformly distributed in spherical shell geometry with an opening angle and expands with constant speed. Our best-fit model is shown with the column density NHI = 3 × 1020 cm-2 and expansion speed vexp = 25 km s-1 with the opening angle ~ 25° for NGC 6886, and NHI = 4 × 1020 cm-2 and vexp = 30 km s-1 with the opening angle ~ 35° for NGC 6881. We present brief discussions on the late-stage of evolution of stars with mass > 3 M⊙.

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Implicit Large Eddy Simulations of a rectangular 5:1 cylinder with a high-order discontinuous Galerkin method

  • Crivellini, Andrea;Nigro, Alessandra;Colombo, Alessandro;Ghidoni, Antonio;Noventa, Gianmaria;Cimarelli, Andrea;Corsini, Roberto
    • Wind and Structures
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    • 제34권1호
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    • pp.59-72
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    • 2022
  • In this work the numerical results of the flow around a 5:1 rectangular cylinder at Reynolds numbers 3 000 and 40 000, zero angle of attack and smooth incoming flow condition are presented. Implicit Large Eddy Simulations (ILES) have been performed with a high-order accurate spatial scheme and an implicit high-order accurate time integration method. The spatial approximation is based on a discontinuous Galerkin (dG) method, while the time integration exploits a linearly-implicit Rosenbrock-type Runge-Kutta scheme. The aim of this work is to show the feasibility of high-fidelity flow simulations with a moderate number of DOFs and large time step sizes. Moreover, the effect of different parameters, i.e., dimension of the computational domain, mesh type, grid resolution, boundary conditions, time step size and polynomial approximation, on the results accuracy is investigated. Our best dG result at Re=3 000 perfectly agrees with a reference DNS obtained using Nek5000 and about 40 times more degrees of freedom. The Re=40 000 computations, which are strongly under-resolved, show a reasonable correspondence with the experimental data of Mannini et al. (2017) and the LES of Zhang and Xu (2020).

Investigation of aerodynamic behaviour of a high-speed train on different railway infrastructure scenarios under crosswind

  • Jiqiang, Niu;Yingchao, Zhang;Zhengwei, Chen;Rui, Li;Huadong, Yao
    • Wind and Structures
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    • 제35권6호
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    • pp.405-418
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    • 2022
  • The aerodynamic behaviour of a CRH high-speed train under three infrastructure scenarios (flat ground, embankment, and viaduct) in the presence of a crosswind was simulated using a 1/8th scaled train model with three cars and the IDDES framework. The time-averaged and instantaneous flow field around the model were examined. The employed numerical algorithm was verified through a wind tunnel test, and the grid and timestep resolution analyses were conducted to ensure the reliability of the data. It was noted that the flow around the rail line was different under different infrastructure scenarios, especially in the case of the embankment, which degraded the aerodynamic performance of the train under the crosswind. The flow around the train on the flat ground and viaduct was different, although the aerodynamic performance of the train was similar in both cases. Moreover, the viaduct accidents were noted to have the most critical consequences, thereby requiring the most attention. The aerodynamic performance of the train on the windward track of the embankment under the crosswind was worse than that of the train on the leeward track. But for the other two infrastructure scenarios, the aerodynamic performance of the train on the windward track is relatively dangerous, which is mainly caused by the head car. These observations suggest that the aerodynamic behaviour of the train on an embankment under a crosswind must be carefully considered and that certain wind protection measures must be adopted around rail lines in windy areas.

분포형 모형과 클라우드 서비스를 이용한 낙동강 실시간 유출해석시스템 개발 및 성능평가 (Development and Performance Assessment of the Nakdong River Real-Time Runoff Analysis System Using Distributed Model and Cloud Service)

  • 김길호;최윤석;원영진;김경탁
    • 한국지리정보학회지
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    • 제20권3호
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    • pp.12-26
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    • 2017
  • 본 연구의 목적은 물리적 분포형 강우-유출 모형인 GRM(Grid based Rainfall-runoff Model)과 마이크로소프트 Azure(Microsoft cloud computing service)를 이용하여 낙동강 유역의 유출해석시스템을 개발하고, Azure의 가상머신(VM, Virtual Machine) 설정에 따른 시스템 실행시간을 평가하는 것이다. 이를 위해서 낙동강 유역을 20개의 소유역으로 구분하고, 각 소유역에 대해서 GRM 모형을 구축하였다. 각 유역의 유출해석은 상하류 위상관계를 유지하면서 독립된 프로세스로 실행된다. 실시간 유출해석을 위해 국토교통부의 실시간 강우레이더 자료와 댐방류량 자료를 이용한다. 유출해석시스템은 Azure에서 실행되며, 유출해석 결과는 웹을 통해서 가시화 된다. 연구결과 실시간 수문자료 수신서버와 유출해석 계산서버(Azure) 및 사용자 PC가 연계된 낙동강 실시간 유출해석시스템을 개발할 수 있었다. 유출해석을 위한 전산장비는 하드디스크와 메모리 보다는 CPU의 성능에 크게 의존하는 것으로 평가되었다. 유출해석시의 디스크 입출력(I/O)과 계산 프로세스를 분산함으로써 입출력과 계산 병목을 각각 감소시킬 수 있었고, 실행시간을 단축시킬 수 있었다. 본 연구의 결과는 고해상도의 공간 및 수문 자료를 활용하는 분포형 모형을 이용한 대유역 유출해석시스템을 구축하기 위한 기술로 활용될 수 있을 것이다.

대용량 DEM 데이터의 효율적 압축을 위한 DEM_Comp 소프트웨어 개발 (DEM_Comp Software for Effective Compression of Large DEM Data Sets)

  • 강인구;윤홍식;위광재;이동하
    • 한국측량학회지
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    • 제28권2호
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    • pp.265-271
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    • 2010
  • 본 논문에서는 대용량의 수치표고모델(DEM) 데이터의 효율적인 압축을 위해 허프만 코딩과 Lempel-Ziv-Welch 압축방법을 기반으로 하는 새로운 DEM 압축 소프트웨어인 DEM_Comp를 개발하였다. DEM_Comp의 개발을 위해서 $C^{++}$ 언어를 이용하였으며, 모든 Window 플랫폼에서 사용이 가능하도록 하였다. 개발된 소프트웨어의 성능을 평가하기 위해 다양한 지형의 형태를 가지는 DEM에 대해 압축을 수행하고, 출력파일의 용량에 따른 압축효율을 평가하였다. 최근 새로운 지형데이터 취득장비인 LiDAR와 SAR 등에 의해 고해상도의 DEM의 활용이 급격하게 증가하고 있어, 데이터의 저장용량과 전송대역폭을 감소시킬 수 있는 DEM 압축기술이 매우 유용하게 이용되고 있다. 일반적으로 데이터 압축기술은 i) 데이터 사이의 관계를 분석하고, ii) 분석 결과에 따라 압축 및 저장기술을 결정하는 2부분으로 구성되는데, DEM_Comp에서는 정규격자, Lempel-Ziv 압축방법, 허프만 코딩의 3단계 압축 알고리즘을 통해 DEM이 압축된다. DEM_Comp의 압축효율 실험 결과 전처리만 수행하였을 경우 지형의 기복과 상관없이 압축효율은 약 83% 정도를 나타내었지만, 3단계의 압축 알고리즘이 완료된 경우에는 압축효율이 97%까지 증가하는 것으로 나타났다. 이러한 수치는 일반적인 상업용 압축 소프트웨어들과 비교하여 약 14% 정도의 압축효율이 향상되었음을 나타낸다. 이에 따라 본 연구에서 개발된 DEM_Comp S/W를 이용하면 대용량의 고해상도 DEM의 관리, 저장, 배포를 보다 효율적으로 수행할 수 있을 것으로 판단된다.