• 제목/요약/키워드: Spatial dependent

검색결과 443건 처리시간 0.028초

Impacts of temporal dependent errors in radar rainfall estimate for rainfall-runoff simulation

  • Ko, Dasang;Park, Taewoong;Lee, Taesam
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2015년도 학술발표회
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    • pp.180-180
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    • 2015
  • Weather radar has been widely used in measuring precipitation and discharge and predicting flood risks. The radar rainfall estimate has one of the essential problems in terms of uncertainty and accuracy. Previous study analyzed radar errors to reduce its uncertainty or to improve its accuracy. Furthermore, a recent analyzed the effect of radar error on rainfall-runoff using spatial error model (SEM). SEM appropriately reproduced radar error including spatial correlation. Since the SEM does not take the time dependence into account, its time variability was not properly investigated. Therefore, in the current study, we extend the SEM including time dependence as well as spatial dependence, named after Spatial-Temporal Error Model (STEM). Radar rainfall events generated with STEM were tested so that the peak runoff from the response of a basin could be investigated according to dependent error. The Nam River basin, South Korea, was employed to illustrate the effects of STEM on runoff peak flow.

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Selection of Spatial Regression Model Using Point Pattern Analysis

  • Shin, Hyun Su;Lee, Sang-Kyeong;Lee, Byoungkil
    • 한국측량학회지
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    • 제32권3호
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    • pp.225-231
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    • 2014
  • When a spatial regression model that uses kernel density values as a dependent variable is applied to retail business data, a unique model cannot be selected because kernel density values change following kernel bandwidths. To overcome this problem, this paper suggests how to use the point pattern analysis, especially the L-index to select a unique spatial regression model. In this study, kernel density values of retail business are computed by the bandwidth, the distance of the maximum L-index and used as the dependent variable of spatial regression model. To test this procedure, we apply it to meeting room business data in Seoul, Korea. As a result, a spatial error model (SEM) is selected between two popular spatial regression models, a spatial lag model and a spatial error model. Also, a unique SEM based on the real distribution of retail business is selected. We confirm that there is a trade-off between the goodness of fit of the SEM and the real distribution of meeting room business over the bandwidth of maximum L-index.

Spatio-temporal dependent errors of radar rainfall estimate for rainfall-runoff simulation

  • Ko, Dasang;Park, Taewoong;Lee, Taesam;Lee, Dongryul
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2016년도 학술발표회
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    • pp.164-164
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    • 2016
  • Radar rainfall estimates have been widely used in calculating rainfall amount approximately and predicting flood risks. The radar rainfall estimates have a number of error sources such as beam blockage and ground clutter hinder their applications to hydrological flood forecasting. Moreover, it has been reported in paper that those errors are inter-correlated spatially and temporally. Therefore, in the current study, we tested influence about spatio-temporal errors in radar rainfall estimates. Spatio-temporal errors were simulated through a stochastic simulation model, called Multivariate Autoregressive (MAR). For runoff simulation, the Nam River basin in South Korea was used with the distributed rainfall-runoff model, Vflo. The results indicated that spatio-temporal dependent errors caused much higher variations in peak discharge than spatial dependent errors. To further investigate the effect of the magnitude of time correlation among radar errors, different magnitudes of temporal correlations were employed during the rainfall-runoff simulation. The results indicated that strong correlation caused a higher variation in peak discharge. This concluded that the effects on reducing temporal and spatial correlation must be taken in addition to correcting the biases in radar rainfall estimates. Acknowledgements This research was supported by a grant from a Strategic Research Project (Development of Flood Warning and Snowfall Estimation Platform Using Hydrological Radars), which was funded by the Korea Institute of Construction Technology.

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Mapping Cellular Coordinates through Advances in Spatial Transcriptomics Technology

  • Teves, Joji Marie;Won, Kyoung Jae
    • Molecules and Cells
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    • 제43권7호
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    • pp.591-599
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    • 2020
  • Complex cell-to-cell communication underlies the basic processes essential for homeostasis in the given tissue architecture. Obtaining quantitative gene-expression of cells in their native context has significantly advanced through single-cell RNA sequencing technologies along with mechanical and enzymatic tissue manipulation. This approach, however, is largely reliant on the physical dissociation of individual cells from the tissue, thus, resulting in a library with unaccounted positional information. To overcome this, positional information can be obtained by integrating imaging and positional barcoding. Collectively, spatial transcriptomics strategies provide tissue architecture-dependent as well as position-dependent cellular functions. This review discusses the current technologies for spatial transcriptomics ranging from the methods combining mechanical dissociation and single-cell RNA sequencing to computational spatial re-mapping.

실내디자인에 있어서 오브제적 공간구성 표현에 관한 연구 (A Study on the Expression of objectified Spatial Composition in Interior Design)

  • 김수정;이상호
    • 한국실내디자인학회논문집
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    • 제15권6호
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    • pp.120-130
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    • 2006
  • This study is about objectified spatial composition. The Interior Design field has grown and established its major trends dependent upon other related field of study. With this perspective in mind, esthetics on Interior Design has to be treated in similar manner. In modem architects or fine artists have defined the terminology 'objectification' theoretical principle where by unable to distinguish between 'object's type' and 'objects', Presently, the term 'objectified' became a trend word. In order to confront misconception of the idea of 'objectification', some people define as reflection of this complex society. There are five types in expression of objectified spatial composition in Interior Design. Which are free form spatial composition through artistry of artists, fantastic spatial composition by polysemous collision, symbolic spatial composition from the metaphorical of form, aggregate spatial composition by geometric collision and geometric superimposition, and cultural spatial composition. Therefore, this study aims to help understanding of tendency in various space expressions in Interior Design through searching how to express type of objectified spatial composition in Interior Design from 2000 through 2005.

점봉산 생물권 보전지역내 온대낙엽수림에서 미소환경요인과 식생요인의 공간분포와 상관 분석 (Relationships Between the Spatial Distribution of Vegetation and Microenviromnent in a Temperate Hardwood Forest in Mt. Jrnbong Biosphere Reserve Area, Korea)

  • 이규송;조도순
    • The Korean Journal of Ecology
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    • 제23권3호
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    • pp.241-253
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    • 2000
  • 생태계 내에서 미소환경요인과 식생 요인의 상호관련성을 밝히는 일은 생태계의 구성원리와 생태계의 관리에 많은 도움을 준다. 생물권보전지역으로 지정된 점봉산 일대의 온대낙엽수림에서 식생요인과 환경요인의 공간적 이질성을 정량화하고, 임상식생의 공간분포에 미치는 미소환경요인의 영향을 파악하였다. 대부분의 환경요인과 식생요인은 영구방형구내 미소지소간에 변이를 나타내었다. 환경요인 중에서 공간의존도가 높은 요인들은 지형적요인(고도, 경사도), 낙엽층 두께, 토양수분 함량 및 상대광도이었고, 공간의존거리가 상대적으로 짧은 요인은 낙엽층 두께, 상대광도 및 마그네슘 함량이었다. 식생요인 중에서 아교목층의 피도, 가을 초본층의 피도 및 철쭉꽃의 피도를 제외하고는 모든 변수들의 공간의존도는 높은 편이었다. 교목층의 피도, 관목층의 피도 및 가을 초본층의 종다양성 지수의 공간의존거리는 15 m 이내이었고,초봄 초본층의 종풍부도와 종다양성지수 및 가을 초본층의 종풍부도의 공간의존거리는 28∼48 m이었다. 초봄과 가을 임상식물의 종풍부도와 종다양성지수의 공간분포에 영향을 주는 요인으로는 낙엽층 두께, 경사도, 아교목층의 피도, 관목층의 피도, 조릿대의 피도 등이었는데,그 중에서 가장 크게 영향을 주는 요인은 낙엽층 두께로서 낙엽층 두께가 두꺼운 곳일수록 종풍부도와 종다양성지수가 낮은 경향이었다. 본 조사지역에서 낙엽층의 공간 분포에 영향을 주는 요인들로는 바람의 방향, 미소지형 및 관목의 밀집정도로 추정되었다.

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A Direct Integration Approach for the Estimation of Time-Dependent Boundary Heat Flux

  • Kim, Sin;Kim, Min-Chan;Kim, Kyung-Youn
    • Journal of Mechanical Science and Technology
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    • 제16권10호
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    • pp.1320-1326
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    • 2002
  • In a one-dimensional heat conduction domain with heated and insulated walls, an integral approach is proposed to estimate time-dependent boundary heat flux without internal measurements. It is assumed that the expression of the heat flux is not known a priori. Hence, the present inverse heat conduction problem is classified as a function estimation problem. The spatial temperature distribution is approximated as a third-order polynomial of position, whose four coefficients are determined from the heat fluxes and the temperatures at both ends at each measurement. After integrating the heat conduction equation over spatial and time domain, respectively, a simple and non-iterative recursive equation to estimate the time-dependent boundary heat flux is derived. Several examples are introduced to show the effectiveness of the present approach.

FLC SLM을 이용한 편광의존형 2×2 광스위치 (Polarization dependent 2×2 optical switch using ferroelectric liquid crystal (FLC) Spatial Light Modulator(SLM))

  • 김인태;유연석
    • 한국광학회지
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    • 제13권5호
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    • pp.408-413
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    • 2002
  • We demonstrated a polarization dependent type 2$\times$2 optical switch, using a binary reflection type SLM. Reflection type FLC was used as a half wave retardation plate. Two inputs were controlled by each SLM for the desired output direction. In conclusion, in the "1" state the average optical loss was 6.6 ㏈, and in the "0" state the average optical loss was 14.6 ㏈, and measured the switching speed as 75 $mutextrm{s}$. By using this method, a polarization dependent type 2$\times$2 optical switch can be demonstrated and the possibility of a 4-port WDM optical switch also verified.

A Spatial Regularization of LDA for Face Recognition

  • Park, Lae-Jeong
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • 제10권2호
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    • pp.95-100
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    • 2010
  • This paper proposes a new spatial regularization of Fisher linear discriminant analysis (LDA) to reduce the overfitting due to small size sample (SSS) problem in face recognition. Many regularized LDAs have been proposed to alleviate the overfitting by regularizing an estimate of the within-class scatter matrix. Spatial regularization methods have been suggested that make the discriminant vectors spatially smooth, leading to mitigation of the overfitting. As a generalized version of the spatially regularized LDA, the proposed regularized LDA utilizes the non-uniformity of spatial correlation structures in face images in adding a spatial smoothness constraint into an LDA framework. The region-dependent spatial regularization is advantageous for capturing the non-flat spatial correlation structure within face image as well as obtaining a spatially smooth projection of LDA. Experimental results on public face databases such as ORL and CMU PIE show that the proposed regularized LDA performs well especially when the number of training images per individual is quite small, compared with other regularized LDAs.