• 제목/요약/키워드: spatiotemporal analysis

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Fluctuation in Plasma Nanofabrication

  • Shiratani, Masaharu
    • 한국진공학회:학술대회논문집
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    • 한국진공학회 2016년도 제50회 동계 정기학술대회 초록집
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    • pp.96-96
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    • 2016
  • Nanotechnology mostly employs nano-materials and nano-structures with distinctive properties based on their size, structure, and composition. It is quite difficult to produce nano-materials and nano-structures with identical sizes, structures, and compositions in large quantities, because of spatiotemporal fluctuation of production processes. In other words, fluctuation is the bottleneck in nanotechnology. We propose three strategies to suppress such fluctuations: employing 1) difference between linear and nonlinear phenomena, 2) difference in time constants, and 3) nucleation as a bottleneck phenomenon. We are also developing nano- and micro-scale guided assembly using plasmas as a plasma nanofabrication.1-5) We manipulate nano- and micro-objects using electrostatic, electromagnetic, ion drag, neutral drag, and optical forces. The accuracy of positioning the objects depends on fluctuation of position and energy of an object in plasmas. Here we evaluate such fluctuations and discuss the mechanism behind them. We conducted in-situ evaluation of local plasma potential fluctuation using tracking analysis of fine particles (=objects) in plasmas. Experiments were carried out with a radio frequency low-pressure plasma reactor, where we set two quartz windows at the top and bottom of the reactor. Ar plasmas were generated at 200 Pa by applying 13.56MHz, 450V peak-to-peak voltage. The injected fine particles were monodisperse methyl methacrylate-polymer spheres of $10{\mu}m$ in diameter. Fine particles were injected into the reactor and were suspended around the plasma/sheath boundary near the powered electrode. We observed binary collision of fine particles with a high-speed camera. The frame rate was 1000-10000 fps. Time evolution of their distance from the center of mass was measured by tracking analysis of the two particles. Kinetic energy during the collision was obtained from the result. Potential energy formed between the two particles was deduced by assuming the potential energy plus the kinetic energy is constant. The interaction potential is fluctuated during the collision. Maximum amplitude of the fluctuation is 25eV, and the average is 8eV. The fluctuation can be caused by neutral molecule collisions, ion collisions, and fluctuation of electrostatic force. Among theses possible causes, fluctuation of electrostatic force may be main one, because the fine particle has a large negative charge of -17000e and the corresponding electrostatic force is large compared to other forces.

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해양 심층수의 안정성 조사 및 분석 (I) (Investigation and Analysis of the Characteristic Stability of Deep Ocean Water (I))

  • 김현주;문덕수;정동호;윤상준
    • 한국해양환경ㆍ에너지학회지
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    • 제7권1호
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    • pp.30-34
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    • 2004
  • 동해 해양심층수의 자원적 안정성을 평가하기 위하여 2001년 3월부터 2002년 2월까지 조사한 해양조사 및 수질분석이 수행되었다. 해양심층수 시범개발해역 및 강원북부 주변해역에 대한 해양자원적 수질특성의 시공간적 변동이 분석 및 비교되었다. 특히, 자원성이 인증된 해양심층수의 안정적 공급을 위해 필요한 취수 수심의 결정을 위해 월별 수온 및 염분의 연직분포에 대한 조사해석 및 수질분석 이 이루어져 고찰되었다.

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레이더와 지상관측소 강우자료를 이용한 시공간 강우 조정 모형 (A spatiotemporal adjustment of precipitation using radar data and AWS data)

  • 신태성;이규원;김용구
    • Journal of the Korean Data and Information Science Society
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    • 제28권1호
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    • pp.39-47
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    • 2017
  • 현재 국내에는 무인 관측소인 AWS를 포함하여 많은 지상 강우 관측소를 통해 강우 데이터를 생성하고 있으며, 최근 국토해양부에서는 국내 최초로 대구 비슬산에 이중편파 강우레이더를 설치하여 운영 중에 있으며 이를 통해 전국적으로 강우강도와 강우의 분포를 추정하고 있다. 일반적으로 AWS의 경우 실제 지면에 내린 강우량을 직접 측정하므로 실제 강우량과 근사한 값을 갖지만 AWS의 개수가 적어 강우의 공간분포를 확인하기에는 불충분하다. 반면에 레이더의 경우 광범위하게 측정할 수 있으나 강우 강도와 반사율의 관계식을 통해 강우량을 측정하기 때문에 실제 지면에 내린 강우량과 는 다소 차이가 있을 수 있다. 본 논문에서는 시간적 공간적 강우강도 및 분포를 확인하는데 이점이 있는 레이더 강우 자료와 실제 강우량과 근접한 지상 관측소에서 측정한 강우자료를 사용하여 두 자료에 대한 선형모형을 적용하고, 이 선형모형으로 설명되지 않는 오차에 대해서 공간구조를 가정하여 AWS의 강우자료가 없는 지역의 지상강우량을 추정하여 지상 강우 필드를 생성하였다.

기후변화를 고려한 한반도 미래 풍력자원 지도 생산 (Production of Future Wind Resource Map under Climate Change over Korea)

  • 김진영;김도용
    • 대한공간정보학회지
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    • 제25권1호
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    • pp.3-8
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    • 2017
  • 본 연구에서는 앙상블 중규모기후모델 weather research and forecasting(WRF)를 이용하여 2045년부터 2054년까지 21세기 중반의 기후변화에 대한 우리나라 미래 풍력자원 지도를 제작하였고 월별, 시간대별 자원변화를 검토하였다. 분석결과, 한반도상에서 강한 몬순 순환으로 인해 뚜렷한 월별 시공간 변동성이 해륙풍에 의한 시간대별 변동성보다 컸다. 풍력자원이 큰 강풍지역은 월마다 지역마다 다르게 나타났다. 즉 겨울철 북서계절풍(여름철 남서계절풍)이 주풍일 때 각각 강원산간과 해상 그리고 남서해안에서 자원이 많을 것으로 전망되었다. 최대풍과 최소풍은 1월, 9월에 각각 나타날 것으로 전망되었고, 시간대별로 내륙과 산간은 일중편차가 컸지만 연안지역은 편차가 작을 것으로 전망되었다. 이는 현재기후에 대한 기존분석결과와는 다소 차이가 있는 것으로, 이 연구에서 생산된 미래 풍력자원 지도는 향후 기후 변화 가능성이 큰 지역의 시공간적 풍황을 감안하여 풍력단지 입지 선정 및 풍력운영을 위한 장기계획 마련에 있어서 유용한 자료가 되리라 기대된다.

Brain Alpha Rhythm Component in fMRI and EEG

  • Jeong Jeong-Won
    • 대한의용생체공학회:의공학회지
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    • 제26권4호
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    • pp.223-230
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    • 2005
  • This paper presents a new approach to investigate spatial correlation between independent components of brain alpha activity in functional magnetic resonance imaging (fMRI) and electroencephalography (EEG). To avoid potential problems of simultaneous fMRI and EEG acquisitions in imaging pure alpha activity, data from each modality were acquired separately under a 'three conditions' setup where one of the conditions involved closing eyes and relaxing, thus making it conducive to generation of alpha activity. The other two conditions -- eyes open in a lighted room or engaged in a mental arithmetic task, were designed to attenuate alpha activity. Using a Mixture Density Independent Component Analysis (MD-ICA) that incorporates flexible non-linearity functions into the conventional ICA framework, we could identify the spatiotemporal components of fMRI activations and EEG activities associated with the alpha rhythm. Then, the sources of the individual EEG alpha activity component were localized by a Maximum Entropy (ME) method that is specially designed to find the most probable dipole distribution minimizing the localization error in sense of LMSE. The resulting active dipoles were spatially transformed to 3D MRls of the subject and compared to fMRI alpha activity maps. A good spatial correlation was found in the spatial distribution of alpha sources derived independently from fMRI and EEG, suggesting the proposed method can localize the cortical areas responsible for generating alpha activity successfully in either fMRI or EEG. Finally a functional connectivity analysis was applied to show that alpha activity sources of both modalities were also functionally connected to each other, implying that they are involved in performing a common function: 'the generation of alpha rhythms'.

지표수지하수 통합모형을 이용한 무심천 유역의 지하수 개발가능량 산정 (Estimating Exploitable Groundwater Amount in Musimcheon Watershed by Using an Integrated Surface Water-Groundwater Model)

  • 정일문;이정우;김남원
    • 자원환경지질
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    • 제44권5호
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    • pp.433-442
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    • 2011
  • 우리나라의 지하수관리는 연간 지하수 함양량을 기반으로 수행되어 왔으나 지히수 함양량과 지표수-지하수 상호작용은 시공간적으로 변동하는 양이므로 지속적인 모니터링과 동적인 분석을 통해 지하수자원의 지속가능성이 평가되어야 할 것이다. 본 연구에서는 무심천 유역을 대상으로 지표수-지하수 통합해석 모형인 SWAT-MODFLOW를 이용하여 다양한 지하수 양수 시나리오(무양수 및 현 이용량의 1~3배)에 대한 수문성분 해석을 수행하였다. 현 이용량으로 양수하는 경우가 비교적 지속가능한 개발량으로 판단되었는데 이때 연간 기저유출량은 16%, 대수층 저류량은 27 mm 감소하는 것으로 나타났다. 지하수의 지속가능성을 평가하기 위해서는 지하수 이용에 따른 수문학적, 생태학적, 사회 경제적, 기술적 영향을 평가하는 총체적 접근법이 도입되어야 하며 이를 위해서는 물리적인 분석과 함께 지역사회의 합의 또한 중요한 의사결정 방식이라고 판단되었다.

다운증후군 아동의 트레드밀 보행에 대한 운동학적 분석 (A Kinematic analysis on the treadmill gait of children with Down Syndrome)

  • 오성근;이재훈
    • 한국산학기술학회논문지
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    • 제12권9호
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    • pp.3834-3842
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    • 2011
  • 본 연구에서는 선천적으로 관절 느슨함과 낮은 근 장력을 갖고 있는 다운증후군아동 보행의 운동학적 특성을 알아보고자 한다. 특히 자료수집의 편리성과 재현성이 높고, 유용한 보행훈련도구로서 그 사용이 증가되는 추세인 트레드밀에서 보행을 실시하였다. 다른 중복장애가 없는 다운증후군 남자아동 10명을 대상으로 적외선카메라로 3차원 보행 자료를 수집하여 시공간적 변인과 운동학적 변인을 산출하여 이들의 보행특성을 분석하였다. 그 결과, 다운증후군아동들은 선천적인 근골격계 특성으로 인한 보행불안정성을 극복하기 위해 엉덩, 무릎, 발목관절 모두를 구부리고 걷는 구부정 걸음(crouch gait)형태를 보였으며, 모든 다리관절의 신전을 작게 하여 결과적으로 추진력이 자제하였다. 이는 더 크게 신체를 추진할수록 발뒤꿈치 착지 시에 체중수용의 부담이 증가하기 때문인 것으로 판단된다. 이 연구 결과는 다운증후군의 관절불안정성을 개선하기 위해 효과적인 근 골격계 강화훈련 프로그램을 마련하는데 유용한 자료를 제공할 것으로 기대되며, 다운증후군뿐만 아니라 선천적 또는 후천적 근골격계 장애를 개선하거나 극복할 수 있는 운동프로그램 개발에도 참고 자료가 될 것으로 예상된다.

SWAT 모형을 이용한 시.공간적 토지 이용변화에 따른 유량 및 유사량 특성분석 (Analysis of Watershed Runoff and Sediment Characteristics due to Spatio-Temporal Change in Land Uses Using SWAT Model)

  • 신용철;임경재;김기성;최중대
    • 한국관개배수논문집
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    • 제14권1호
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    • pp.50-56
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    • 2007
  • In this study, the Soil and Water Assessment Tool (SWAT) model was used to assess spatiotemporal effects on watershed runoff and sediment characteristics due to land uses changes from 1999 to 2002 at the small watershed, located in Chuncheon-si, Gangwon province. The annual average flow rate of Scenario I (long-term simulation using land use of 1990), II (long-term simulation using land use of 1996), III(long-term simulation using land use of 200) and IV(simulation using land use of 1990, 1995, and 2000) in long-term simulation) using the SWAT model were 29,997,043 m3, 29,992,628 m3, 29,811,191 m3 and 29,931,238 m3, respectively. It was shown that there was no significant changes in estimated flow rate because no significant changes in land uses between 1990 and 2000 were observed. The annual average sediment loads of Scenarios I, II, III and IV for 15 year period were 36,643 kg/ha, 45,340 kg/ha , 27,195 kg/ha and 35,545 kg/ha, respectively. The estimated annual sediment loads from Scenarios I, II, and III, were different from that from the scenario IV, considering spatio-temporal changes in land use and meterological changes over the years, by 10%, 127%, and temporal changes in land use and meterological changes over the years, by 10%, 127%, and 77%. This can be explained in land use changes in high soil erosion potential areas, such as upland areas, within the study watershed. The comparison indicates that changes in land uses upland areas, within the study watershed. The comparison indicates that changes in land uses can affect on sediment yields by more than 10%, which could exceed the safety factor of 10% in Total Maximum Daily Loads (TMDLs). It is, therefore, recommended that not only the temporal analysis with the weather input data but also spatial one with different land uses need to be considered in long-term hydrology and sediment simulating using the SWAT model

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Spatial Characteristics and Driving Forces of Cultivated Land Changes by Coupling Spatial Autocorrelation Model and Spatial-temporal Big Data

  • Hua, Wang;Yuxin, Zhu;Mengyu, Wang;Jiqiang, Niu;Xueye, Chen;Yang, Zhang
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제15권2호
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    • pp.767-785
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    • 2021
  • With the rapid development of information technology, it is now possible to analyze the spatial patterns of cultivated land and its evolution by combining GIS, geostatistical analysis models and spatiotemporal big data for the dynamic monitoring and management of cultivated land resources. The spatial pattern of cultivated land and its evolutionary patterns in Luoyang City, China from 2009 to 2019 were analyzed using spatial autocorrelation and spatial autoregressive models on the basis of GIS technology. It was found that: (1) the area of cultivated land in Luoyang decreased then increased between 2009 and 2019, with an overall increase of 0.43% in 2019 compared to 2009, with cultivated land being dominant in the overall landscape of Luoyang; (2) cultivated land holdings in Luoyang are highly spatially autocorrelated, with the 'high-high'-type area being concentrated in the border area directly north and northeast of Luoyang, while the 'low-low'-type area is concentrated in the south and in the municipal area of Luoyang, and being heavily influenced by topography and urbanization. The expansion determined during the study period mainly took place in the Luoyang City, with most of it being transferred from the 'high-low'-type area; (3) elevation, slope and industrial output values from analysis of the bivariate spatial autocorrelation and spatial autoregressive models of the drivers all had significant effects on the amount of cultivated land holdings, with elevation having a positive effect, and slope and industrial output having a negative effect.

기수역 인공하천에서 시공간적 수질분포 특성 연구 (A study on Spatiotemporal Variations of distribution characteristics in Artificial Rivers of the Brackish Water Zone)

  • 김윤정;최옥연;한인섭
    • 한국수처리학회지
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    • 제26권6호
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    • pp.89-97
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    • 2018
  • The purpose of this reaserch is to analyze the charateristics of water quality in space through the operation of ARA River in Artificial Rivers of the Brackish Water Zone. The spatial distribution measured water temperature and salt levels for the surface, middle and deep layers by dividing the four areas of Incheon, Sicheon, Gyeyang and Gimpo. Water temperature did not vary much by water depth and branch, and its purpose is to maintain stable water environment through correlation analysis and operation. To examine the temporal and spatial distribution patterns of the Arachon, we measured DO on the Incheon branch, Sicheon, Gyeyang and Gimpo branch twice a month, and on the surface, the temperature level, The water temperature did not vary much by depth and location, and the water temperature in January and March tended to rise from Incheon to Gimpo, with the average difference of 1.1 degrees during the same period. The salinity difference between Incheon and Gimpo sites was 3.3 psu deep and 5.4 psu deep. In particular, floodgates from July to September are found to be less than 10psu overall, which is considered to be a gas due to the effects of floods and the inflow of Gulpo Stream. D.O. is located in some areas due to summer rains. The hypoxic layer has been identified.Analysis of seasonal data shows that water temperature and DO are strongly correlated in autumn. It was found that the water temperature and salt levels in the fall showed a weak correlation.