• 제목/요약/키워드: spatial dependence

검색결과 204건 처리시간 0.028초

인근지역 범위 설정이 공간회귀모형 적합에 미치는 영향 (The Effects of Neighborhood Segmentation on the Adequacy of a Spatial Regression Model)

  • 이창로;박기호
    • 대한지리학회지
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    • 제48권6호
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    • pp.978-993
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    • 2013
  • 공간회귀모형은 공간가중행렬을 통해 공간관계를 명시적으로 정량화한다는 점에서 타 모형과 뚜렷하게 구별되는 강점이 있는 동시에, 공간가중행렬 구성에 자의성이 개입된다는 약점을 가지고 있기도 하다. 본 연구에서는 공간가중행렬의 구성에 따라 모형 적합도가 어떻게 변화하는지 인천시를 사례로 실증적으로 검토하였다. 또한 인근지역 범위 설정에 따라 공간시차모형(spatial lag model) 또는 공간오차모형(spatial error model) 중 어떠한 모형이 보다 우수하게 나타는지 검토하였다. 분석 결과, 토지가격 추정에 있어 인근지역 범위를 좁게 파악하는 공간가중행렬을 구성할수록 모형 적합도가 전반적으로 개선되는 것이 확인되었다. 또한, 공간적 이질성이 심한 지역은 공간오차모형의 적합도가 보다 우수한 것으로 파악되었다. 공간적 이질성이 심한 지역은 동질적 성격을 갖는 하부 인근지역으로 세분함으로써 그러한 이질성을 완화시킬 수 있었고, 그 결과 공간오차모형보다 공간시차모형의 적합도가 우수하게 나타날 수 있음을 밝혔다.

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중국의 영향과 동남아의 대응: 상호적 접근시각 (Chinese Influence and Southeast Asian Response: An Interactive Approach)

  • 박사명
    • 동남아시아연구
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    • 제21권2호
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    • pp.217-261
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    • 2011
  • This study is an attempt to construct a basic framework of analysis about China's political and economic influence on Southeast Asia through traditional Sinocentrism, anti-colonial nationalism, Cold War socialism and post-Cold War capitalism. As to the historical status of Southeast Asia vis-a-vis external forces such as India, China and the West, the colonial discourse tends to put excessive emphasis upon its dependence, and the posy-colonial discourse upon its autonomy. However, this study elucidates the political and economic interactions between China and Southeast Asia in a dynamic perspective, focusing on their reciprocal interactions beyond the essentially static dichotomy of autonomy and dependence. Chinese influence on Southeast asia can be divided into active and reactive one, with the former referring to direct and intended consequences and the latter to indirect and unintended consequences. In the historical process of active and reactive influence, both China and Southeast Asia were fundamentally proactive actors. Thus, the autonomy or dependence of Southeast Asia is just a question of relative one, with its actual extent and degree varying with specific spatial and temporal conditions.

공간가중회귀 모형을 이용한 서울시 에너지 소비에 따른 이산화탄소 배출 분석 (Spatial Pattern Analysis of CO2 Emission in Seoul Metropolitan City Based on a Geographically Weighted Regression)

  • 김동하;강기연;손소영
    • 대한산업공학회지
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    • 제42권2호
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    • pp.96-111
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    • 2016
  • Effort to reduce energy consumptions or CO2 emissions is global trend. To follow this trend, spatial studies related to characteristics affecting energy consumptions or CO2 emissions have been conducted, but only with the focus on spatial dependence, not on spatial heterogeneity. The aim of this study is to investigate spatial heterogeneity patterns of CO2 emission based on socio-economic factors, land-use characteristics and traffic infrastructure of Seoul city. Geographically Weighted Regression (GWR) analysis was performed with 423 administrative district data in Seoul. The results suggest that population and employment densities, road density and railway length in most districts are found to have positive impact on the CO2 emissions. Residential and green area densities also have the highest positive impact on CO2 emissions in most districts of Gangnam-gu. The resulting model can be used to identify the spatial patterns of CO2 emissions at district level in Seoul. Eventually it can contribute to local energy policy and planning of metropolitan area.

GAMMA-SPECTROMETRY IN ENVIRONMENTAL MONITORING OF NUCLEAR POWER

  • Cechak, Tomas;Gerndt, Josef;Kluson, Jaroslav;Musilek, Ladislav;Thinova, Lenka
    • Journal of Radiation Protection and Research
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    • 제26권3호
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    • pp.203-206
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    • 2001
  • The mathematical processing (unfolding) of pulse height spectra from a scintillation detector helps to calculate the photon fluence rate energy distribution in a measured photon field. The data processing is based on the knowledge of detection system response function and directional dependence respectively. The experimental results of the photon fields measurements in the vicinity of the spent fuel temporary storage and inside the storage hall are presented. The containers Castor 440 are used for temporary storing of the burnt up fuel assemblies in the Czech nuclear power plant Dukovany. A set of periodical measurements was performed in order to get basic information on the time dependence of the photon fields spatial distributions and spectral characteristics in the temporary storage hall and its vicinity. The photon fields were measured by the scintillation system. The obtained photon fields spatial distributions and spectral characteristics present the information on the radiation hazard in the storage.

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Target Size Dependence of Spatial Resolution in Heavy Ion CT

  • Ohno, Yumiko;Kohno, Toshiyuki;Kanai, Tatsuaki;Sasaki, Hitomi;Nanbu, Syuya
    • 한국의학물리학회:학술대회논문집
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    • 한국의학물리학회 2002년도 Proceedings
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    • pp.94-96
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    • 2002
  • In order to achieve the radiotherapy more precisely using highly energetic heavy charged particles, it is important to know the distribution of the electron density in a human body, which is highly related to the range of charged particles. We can directly obtain the 2-D distribution of the electron density in a sample from a heavy ion CT image. For this purpose, we have developed a heavy ion CT system using a broad beam. The performance, especially the position resolution, of this system is estimated in this work. All experiments were carried out using the heavy ion beam from the HIMAC. We have obtained the projection data of polyethylene samples with various sizes using He 150 MeV/u, C 290 MeV/u and Ne 400 MeV/u beams. The used targets are the cylinders of 40, 60 and 80 mm in diameter, each of them has a hole of 10 mm in diameter at the center of it. The dependence of the spatial resolution on the target size and the kinds of beams will be discussed.

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공간적 분위수 회귀분석에 의한 부산 아파트 가격 결정요인 분석 (Determinants of Apartment Prices in Busan: A Spatial Quantile Regression)

  • 윤종원;박세운;정태윤
    • 경영과정보연구
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    • 제37권1호
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    • pp.155-175
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    • 2018
  • 우리나라 아파트 가격 결정 요인에 대한 선행연구 중 공간적 의존성을 반영한 연구가 많이 있으나 공간시차변수의 내생성 문제를 고려한 연구는 거의 없는 실정이다. 이에 따라 본 연구는 공간시차변수를 포함한 2단계 분위수 회귀분석으로 부산의 아파트 가격 결정 요인을 분석하였다. 실증분석 결과, 공간시차변수의 회귀계수는 0.5 이상으로 1% 수준에서 통계적으로 유의적이어서, 인근아파트 가격이 다른 아파트 가격에 미치는 영향이 매우 큰 것이 확인되었다. 그리고 아파트 구입자는 면적이 넓고, 총층수와 거주층수가 높으며, 거실의 방향이 남향이고 바다가 보이는, 지하철역, 고등학교 및 해안에 인접한 아파트를 선호하는 것으로 나타났다. 예상과는 다르게, 산조망은 빌딩조망 보다 덜 선호하는 것으로 나타났는데, 이것은 산조망 아파트는 거실이 북향으로 저가 아파트 지역에 주로 위치하고 있기 때문인 것으로 추정된다. 또한 분위수 회귀분석이 OLS 추정보다도 아파트가격에 대한 주택특성의 효과를 더 잘 설명하였다. 예컨대 아파트 거실이 남향인 것은 저가 아파트에 비하여 고가 아파트에서 아파트 가격에 2배 정도 더 큰 정의 영향을 미치고, 해안에 인접한 아파트에 대한 가격효과도 고가 아파트가 저가 아파트에 비하여 10배 정도 큰 정의 영향을 미치는 것으로 나타났다.

강풍시 고층건물의 진동특성 및 사용성 평가 (Vibration Characteristics and the Serviceability Evaluation of High-rise Building during Strong Wind)

  • 윤성원;김도현;정석창;김동원
    • 한국공간구조학회논문집
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    • 제7권5호
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    • pp.57-65
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    • 2007
  • 철골조 고층건물을 대상으로 풍응답계측을 실시하여, 감쇠율과 고유진동수의 진폭의존성을 검토하였다. 진폭의존성의 검토를 위하여 RD법을 사용하였다. RD법에 의한 진동특성을 하프파워법에 의한 진동특성과 비교하여 두 방법 사이의 상관관계를 분석하였다. 또한 일본, 캐나다기준에 의한 강풍시의 사용성평가를 통하여 두 가지 방법의 적용성을 검토하였다. RD법에 의하여 감쇠율의 진폭의존성을 확인하였으며, 고유진동수의 진폭의존성은 공학적인 의미에서 상대적으로 매우 작은 것을 확인하였다. 또한 계측건물은 사용성을 만족하였으며, 일본기준이 캐나다기준보다 더욱 엄격함을 확인하였다.

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Spatial and spectral characteristics of an optical demultiplexer based on a holographic chirp grating

  • Do, Duc-Dung;Kim, Nam;An, Jun-Won;Lee, Kwon-Yeon;Kim, Eun-Kyoung
    • 한국광학회:학술대회논문집
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    • 한국광학회 2007년도 동계학술발표회 논문집
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    • pp.68-69
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    • 2007
  • In this paper, the spatial and spectral characteristics of an optical demultiplexer based on a chirp volume holographic grating are presented. The chirp grating is recorded by illuminating the photopolymer film under the interference of a convergent beam and divergent beam. The dependence of the spatial distance on the grating-focusing lens separation is observed. The bandwidth and the crosstalk between two channels with 0.4-nm spectral interval are 0.13 nm and 12 dB, respectively.

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향단(香壇)의 건축공간(建築空間) 구성수법(構成手法) 연구(硏究) (A Study on the Spatial Composition of Hyangdan)

  • 노동성;홍대형
    • 건축역사연구
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    • 제8권3호
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    • pp.39-51
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    • 1999
  • The purpose of this study is to establish the theory of the spatial composition that is 'The Structure of Relation' in Korean traditional houses. This study has been focused on the spatial composition of Hyangdan. The form composition is an element defining primitive functions and space and producing aesthetical effects, where 'quality as a substance' is not important but 'quality as a relation' is essential. Quality as a meaningful relationship comes from realization and regulation of visual attributes among form elements. Each form compositional element establishes the hierarchical structure logically with the entire order, In order for the quality of all form compositional elements to be clarified as a meaningful relationship logically, 'compositional concept' which combines a series of form elements into the grammatical dependence to a specific direction, has to be assumed. If the intrinsic relationship among a series of form compositional elements fails to confront with the 'contextual concept' which eventually indicates unique conditions for a place according to the refined compositional concept, the result of form composition never leads to a specific solution

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Residual spatial autocorrelation in macroecological and biogeographical modeling: a review

  • Gaspard, Guetchine;Kim, Daehyun;Chun, Yongwan
    • Journal of Ecology and Environment
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    • 제43권2호
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    • pp.191-201
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    • 2019
  • Macroecologists and biogeographers continue to predict the distribution of species across space based on the relationship between biotic processes and environmental variables. This approach uses data related to, for example, species abundance or presence/absence, climate, geomorphology, and soils. Researchers have acknowledged in their statistical analyses the importance of accounting for the effects of spatial autocorrelation (SAC), which indicates a degree of dependence between pairs of nearby observations. It has been agreed that residual spatial autocorrelation (rSAC) can have a substantial impact on modeling processes and inferences. However, more attention should be paid to the sources of rSAC and the degree to which rSAC becomes problematic. Here, we review previous studies to identify diverse factors that potentially induce the presence of rSAC in macroecological and biogeographical models. Furthermore, an emphasis is put on the quantification of rSAC by seeking to unveil the magnitude to which the presence of SAC in model residuals becomes detrimental to the modeling process. It turned out that five categories of factors can drive the presence of SAC in model residuals: ecological data and processes, scale and distance, missing variables, sampling design, and assumptions and methodological approaches. Additionally, we noted that more explicit and elaborated discussion of rSAC should be presented in species distribution modeling. Future investigations involving the quantification of rSAC are recommended in order to understand when rSAC can have an adverse effect on the modeling process.