• 제목/요약/키워드: Spatial error model

검색결과 431건 처리시간 0.024초

자유 공중 폭발하중 파라메타의 수정 산정식 (A Modified Equation of Parameter of Free-air Blast Load)

  • 전두진;이민재;한상을
    • 한국공간구조학회논문집
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    • 제16권4호
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    • pp.117-123
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    • 2016
  • The blast load is classified into free-air blast and surface blast following the location of explosion and surface. In this paper, several equations for blast load calculation are explained briefly and a modified equation for free-air blast load is suggested. The modified equation is based on Kingery-Bulmash equation which is used in UFC 3-340-02 and Conwep model. In this modified equation, the process of calculation is simplified against the original equation, and the number of coefficients is reduced under 5. As a result, each parameter of estimated data by modified equation has less than 1% of error range comparing with Kingery-Bulmash equation.

초음파 펄스 도플러 속도계의 성능 개선에 관한 연구 (A Study on the Improvement in Performance of Ultrasonic Pulsed Doppler Velocimeter)

  • 이은방;이상집
    • 한국항해학회지
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    • 제20권3호
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    • pp.85-95
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    • 1996
  • In the velocimeter, the ultrasonic pulse signal is used for measuring the profile velocity of moving targets distributed in space because of the merits of its high distance resolution and harmless affect to the human body. The velocity reading in conventional ultrasonic pulsed velocimeter depends on the wave pattern reflecting the spatial distribution of scatters and includes observational error due to the signal processing of analyzing pulse signal. In this paper, we evaluate an influence of the received waveform of pulsed signal on the velocity information by setting a model. Subsequently, in order to improve the distance resolution and to obtain precise velocity information without the influence of the spatial distribution of scatterers, we propose a new method for the analysis of Doppler pulsed signal, in which the pulsed signal is transformed into a phase function with local data. Finally, it is confirmed that the performance of the velocimeter is more improved in the proposed method than in the conventional one.

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공간 분포된 강우를 이용한 유출 해석 (Runoff Analysis using Spatially Distributed Rainfall Data)

  • 이종형;윤석환
    • 한국농공학회논문집
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    • 제47권6호
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    • pp.3-14
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    • 2005
  • Accurate estimation of the spatial distribution of rainfall is critical to the successful modeling of hydrologic processes. The objective of this study is to evaluate the applicability of spatially distributed rainfall data. Spatially distributed rainfall was calculated using Kriging method and Thiessen method. The application of spatially distributed rainfall was appreciated to the runoff response from the watershed. The results showed that for each method the coefficient of determination for observed hydrograph was $0.92\~0.95$ and root mean square error was $9.78\~10.89$ CMS. Ordinary Kriging method showed more exact results than Simple Kriging, Universal Kriging and Thiessen method, based on comparison of observed and simulated hydrograph. The coefncient of determination for the observed peak flow was 0.9991 and runoff volume was 0.9982. The accuracy of rainfall-runoff prediction depends on the extent of spatial rainfall variability.

드론 원격정보 격자크기가 실제증발산량 산정에 미치는 영향 (Influence of Scaling in Drone-based Remotely Sensed Information on Actual Evapotranspiration Estimation)

  • 이길하
    • 한국환경과학회지
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    • 제27권2호
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    • pp.135-141
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    • 2018
  • The specification of surface vegetation is essential for simulating actual evapotranspiration of water resources. The availability of land cover maps based on remotely collected data makes the specification of surface vegetation easier. The spatial resolution of hydrologic models rarely matches the spatial scales of the vegetation data needed, and remotely collected vegetation data often are upscaled up to conform to the hydrologic model scale. In this study, the effects of the grid scale of of surface vegetation on the results of actual evapotranspiration were examined. The results show that the coarser resolution causes larger error in relative terms and that a more realistic description of area-averaged vegetation nature and characteristics needs to be considered when calculating actual evapotranspiration.

Design and Analysis of Multi Beam Space Optical Mixer

  • Lian Guan;Zheng Yang
    • Current Optics and Photonics
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    • 제8권1호
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    • pp.56-64
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    • 2024
  • In response to the current situation where general methods cannot effectively compensate for the phase delay of ordinary optical mixers, a multi-layer spatial beam-splitting optical mixer is designed using total reflection triangular prisms and polarization beam splittings. The phase delay is generated by the wave plate, and the mixer can use the existing parallel plates in the structure to individually compensate for the phase of the four output beams. A mixer model is established based on the structure, and the influence of the position and orientation of the optical components on the phase delay is analyzed. The feasibility of the phase compensation method is simulated and analyzed. The results show that the mixer can effectively compensate for the four outputs of the optical mixer over a wide range. The mixer has a compact structure, good performance, and significant advantages in phase error control, production, and tuning, making it suitable for free-space coherent optical communication systems.

공간효과분석을 이용한 건강보험 환자 관외 의료이용도와 관련된 요소분석 (Analysis on Factors Relating to External Medical Service Use of Health Insurance Patients Using Spatial Regression Analysis)

  • 노윤호
    • 보건행정학회지
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    • 제23권4호
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    • pp.387-396
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    • 2013
  • Background: The purpose of this study was to analyze the association between areas of Korea Train Express (KTX) region and external medical service use in Korean society using spatial statistical model. Methods: The data which was used in this study was extracted from 2011 regional health care utilization statistics and health insurance key statistics from National Health Insurance Corporation. A total spatial units of 229 districts (si-gun-gu) were included in this study and spatial area was all parts of the country excepted Jeju, Ulleungdo island. We conducted Kruskal-Wallis test, correlation, Moran's I and hot-spot analysis. And after, ordinary linear regression, spatial lag, spatial error analysis was performed in order to find factors which were associated with external medical service use. The data was processed by SAS ver. 9.1 and Geoda095i (windows). Results: Moran's I of health insurance patients' external medical service use was 0.644. Also, population density, Seoul region, doctor factors positively associated with health insurance patients' external medical service. In contrast, average age, health care organization per 100 thousand were negatively associated with health insurance patients' external medical service use. Conclusion: The finding of this study suggested that health insurance patient's external medical service use correlated for seoul region in korea. The study results imply the need for more attention medical needs in the region (si-gun-gu unit) for health insurance patients of seoul region. It is important to adapt strategy to activation of primary health care as well as enhancing public health institution for prevent leakage of patients to other areas.

Ensemble Downscaling of Soil Moisture Data Using BMA and ATPRK

  • Youn, Youjeong;Kim, Kwangjin;Chung, Chu-Yong;Park, No-Wook;Lee, Yangwon
    • 대한원격탐사학회지
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    • 제36권4호
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    • pp.587-607
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    • 2020
  • Soil moisture is essential information for meteorological and hydrological analyses. To date, many efforts have been made to achieve the two goals for soil moisture data, i.e., the improvement of accuracy and resolution, which is very challenging. We presented an ensemble downscaling method for quality improvement of gridded soil moisture data in terms of the accuracy and the spatial resolution by the integration of BMA (Bayesian model averaging) and ATPRK (area-to-point regression kriging). In the experiments, the BMA ensemble showed a 22% better accuracy than the data sets from ESA CCI (European Space Agency-Climate Change Initiative), ERA5 (ECMWF Reanalysis 5), and GLDAS (Global Land Data Assimilation System) in terms of RMSE (root mean square error). Also, the ATPRK downscaling could enhance the spatial resolution from 0.25° to 0.05° while preserving the improved accuracy and the spatial pattern of the BMA ensemble, without under- or over-estimation. The quality-improved data sets can contribute to a variety of local and regional applications related to soil moisture, such as agriculture, forest, hydrology, and meteorology. Because the ensemble downscaling method can be applied to the other land surface variables such as temperature, humidity, precipitation, and evapotranspiration, it can be a viable option to complement the accuracy and the spatial resolution of satellite images and numerical models.

선박 방사소음의 측정방법 및 정확도 해석 (Ship Radiated Noise Measurement Methods and Accuracy Analysis)

  • 이필호;윤종락
    • 한국소음진동공학회논문집
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    • 제15권6호
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    • pp.738-748
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    • 2005
  • The ship radiated noise level fluctuates by the difference of interference and reverberation according to measurement methods and environmental conditions. These phenomena cause error of the source level estimation even in the same environment conditions. This paper describes a quantitative analysis and a reduction method for an error value to the source level estimation in spatial and temporal interference environment. The design criteria of the radiated noise measurement array composed of omni-directional hydrophones and the source level accuracy in the deep water range are given. The source level accuracy in the shallow water range is also derived based on the statistical model of the multiple reflection paths. The results are verified using the water tank experiment and the sea trial.

UNCONDITIONAL STABILITY AND CONVERGENCE OF FULLY DISCRETE FEM FOR THE VISCOELASTIC OLDROYD FLOW WITH AN INTRODUCED AUXILIARY VARIABLE

  • Huifang Zhang;Tong Zhang
    • 대한수학회지
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    • 제60권2호
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    • pp.273-302
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    • 2023
  • In this paper, a fully discrete numerical scheme for the viscoelastic Oldroyd flow is considered with an introduced auxiliary variable. Our scheme is based on the finite element approximation for the spatial discretization and the backward Euler scheme for the time discretization. The integral term is discretized by the right trapezoidal rule. Firstly, we present the corresponding equivalent form of the considered model, and show the relationship between the origin problem and its equivalent system in finite element discretization. Secondly, unconditional stability and optimal error estimates of fully discrete numerical solutions in various norms are established. Finally, some numerical results are provided to confirm the established theoretical analysis and show the performances of the considered numerical scheme.

유동인구를 활용한 ConvLSTM AutoEncoder 기반 핫플레이스 탐지 (Hot Place Detection Based on ConvLSTM AutoEncoder Using Foot Traffic Data)

  • 이주영;박헌진
    • 한국빅데이터학회지
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    • 제8권2호
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    • pp.97-107
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    • 2023
  • 빅데이터/AI 기반 사회로의 변화에 따른 여러 혜택에서 소상공인은 상대적으로 소외될 가능성이 높다. 이를 지원하기 위해 유동인구를 기반으로 핫플레이스를 정의하여 소상공인의 창업 지역 의사 결정을 지원하고자 한다. 다양한 연구를 통해 해당 지역의 인구 규모가 소상공인의 매출에 중요한 영향을 미친다는 사실이 알려져 있다. 본 연구에서는 인천 유동인구 데이터 중 내륙 지방을 추출하여 연구를 진행하였다. 50m 간격의 격자 형태로 이루어진 데이터로 보간을 통해 일 단위로 이미지화 하였다. LOF와 GAM을 이용하여 공간적 이상치 제거 및 보간을 수행하였고, LOESS를 통해 시간적 이상치를 제거 및 보간하였다. 시간적, 공간적 특성을 모두 고려할 수 있는 ConvLSTM을 예측 모델로 사용하였으며, reconstruction error를 기반으로 이상치 탐지를 수행하는 AutoEncoder 구조를 통해 MAPE가 높은 격자가 밀집해 있는 지역을 핫플레이스로 정의하고자 한다.