• 제목/요약/키워드: Time Series Changes

검색결과 815건 처리시간 0.03초

Time-series Analysis of Geodetic Reference Frame Aligned to International Terrestrial Reference Frame

  • Bae, Tae-Suk;Hong, Chang-Ki;Lee, Jisun;Altamimi, Zuheir;Sillard, Patrick;Boucher, Claude
    • 한국측량학회지
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    • 제39권5호
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    • pp.313-319
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    • 2021
  • The national geodetic reference frame of Korea was adopted in 2003, which is referenced to ITRF (International Terrestrial Reference Frame) 2000 at the epoch of January 1, 2002. For precise positioning based on the satellites, it should be thoroughly maintained to the newest global reference frame. Other than plate tectonic motion, there are significant events or changes such as earthquakes, antenna replacement, PSD (Post-Seismic Deformation), seasonal variation etc. We processed three years of GNSS (Global Navigation Satellite System) data(60 NGII CORS stations, 51 IGS core stations) to produce daily solutions minimally constrained to ITRF. From the time series of daily solutions, the sites with unexpected discontinuity were identified to set up an event(mostly antenna replacement). The combined solution with minimum constraints was estimated along with the velocity, the offsets, and the periodic signals. The residuals show that the surrounding environment also affects the time series to a certain degree, thus it should be improved eventually. The transformation parameters to ITRF2014 were calculated with stability and consistency, which means the national geodetic reference frame is properly aligned to the global reference frame.

시변동의 동질성 증가에 의한 비단조적 시계열자료의 경향성 탐지력 향상 (Improved Trend Estimation of Non-monotonic Time Series Through Increased Homogeneity in Direction of Time-variation)

  • 오경두;박수연;이순철;전병호;안원식
    • 한국수자원학회논문집
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    • 제38권8호
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    • pp.617-629
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    • 2005
  • 본 논문은 비단조적으로 변동하는 시계열자료를 단조적으로 변화하는 구간으로 분할하여 경향성을 분석함으로써 자료의 시변동에 대한 동질성을 향상시키고 그에 따라 경향성 분석기법의 탐지력을 향상시킬 수 있다는 가설을 전제로 하고 있다. 이를 검토하기 위한 기법으로서 시계열자료의 변동경향을 파악하기 위한 필터링 방법으로 LOWESS smoothing을 적용하였고, 시계열자료의 경향성분석은 seasonal Kendall test를 적용하였다. 인위적으로 발생시킨 시계열자료와 대청호의 수온, 유량, 기온, 일사량 등의 시계열자료를 대상으로 검토한 결과 비단조적인 변화를 보이는 시계열자료를 단조적인 변화구간으로 분할하여 경향성을 분석함으로써 자료의 변동 경향성과 기울기 판정의 정확도를 높일 수 있었다. 그리고, 자료의 시변동에 대한 동질성 향상은 계절 변동성의 동질성에 대한 변화를 보다 정확하게 분석하는데 도움을 주는 것으로 보였으며 이것은 자연현상에 대한 인간활동의 영향을 고찰할 수 있는 자료로서 앞으로 이에 대한 연구가 더 필요할 것으로 보인다. 본 논문에서 제시한 방법은 시계열자료의 단조적인 경향성을 분석하는 기법들에 대해 적용 가능하며, 이를 통하여 환경변화의 경향성에 대한 보다 정확한 분석과 판단이 가능해질 것으로 기대한다.

Landsat TM과 MODIS 영상을 이용한 새만금해역 표층수온 변화 탐지 (The Change Detection of SST of Saemangeum Coastal Area using Landsat and MODIS)

  • 정종철
    • 환경영향평가
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    • 제20권2호
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    • pp.199-205
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    • 2011
  • The Saemangeum embankment construction have changed the flowing on the topography of the coastal marine environment. However, the variety of ecological factors are changing from outside of Saemangeum embankment area. The ecosystem of various marine organisms have led to changes by sea surface temperature. The aim of this study is to monitoring of sea surface temperature(SST) changes were measured by using thermal infrared satellite imagery, MODIS and Landsat. The MODIS data have the high temporal resolution and Landsat satellite data with high spatial resolution was used for time series monitoring. The extracted informations from sea surface temperature changes were compared with the dyke to allow them inside and outside of Saemangeum embankment. The spatial extent of the spread of sea water were analyzed by SST using MODIS and Landsat thermal channel data. The difference of sea surface temperature between inland and offshore waters of Saemangeum embankment have changed by seasonal flow and residence time of sea water in dyke.

조류를 이용한 인공하수의 재처리 (Retreatment of Arificial Wastewater by using Microalgae)

  • 이영준;이수형
    • 생태와환경
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    • 제35권2호통권98호
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    • pp.133-140
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    • 2002
  • 본 연구는 실험실규모의 산화지 공법을 적용하였다. 체류시간 변화 및 산화지 형태가 처리율에 미치는 영향을 조사하였다. 조류의 광합성에 대한 유기물 제거율과 용존산소와의 상관관계는 야간에 비해 주간의 상관성이 더 높은 것으로 나타났고, 단일지의 경우는 체류시간 15일의 경우가 5일에 비해 상관성이 더 높은 것으로 조사되었다. 시간대별 DO변화는 체류시간 5일의 경우 다단산화지 내의 DO농포는 $42{\sim}19.8\;mg/l$를 나타내었고, 첫번째 조에 비해 후단으로 갈수록 높아졌다. 유기물 처리효율은 체류시간 5일이고, 4단 직렬식 다단 산화지 시설에서 제거효율이 더 높았다. 유기물 제거효율로 $TBOD_5$ 평균 제거율은 $49{\sim}83%$를 나타내었고, $SBOD_5$의 경우는 $87{\sim}92%$의 높은 처리율을 나타내었다. 또한 산화지내 조류생성량을 일정 농도로 유지시켜 주는 것이 산화지 공법의 처리율을 높일 수 있는 것으로 나타났다.

Long-term Environmental Changes: Interpretations from a Marine Benthic Ecologist's Perspective (II) -Eutrophication and Substratum Properties

  • Yoo Jae-Won;Hong Jae-Sang;Lee Jae June
    • Fisheries and Aquatic Sciences
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    • 제2권2호
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    • pp.210-217
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    • 1999
  • Chemical oxygen demand (COD), phytoplankton cell number and chlorophyll-a concentration (Chl-a), sediment mean grain size and ignition loss were studied to determine their temporal trends in the study area. Historical data of COD, cell number and Chl-a were gathered from the late 1960s or early 1980s to 1997, and trends in temporal domain were obtained from a simple regression. Sediments for grain size and ignition loss (as organic contents in sediments) were sampled from the Chokchon macrotidal flat bimonthly from September 1990 to November 1996, and were analyzed using the decomposition method of time series analysis. In general, the first three data showed increasing trends based on regression analysis. The trends of sediment grain size fluctuated in a neutral pathway while those of ignition loss yielded no increasing pattern. In contrast with the suggestions from Ahn and Choi (1998) who reported a coarsening variation in sediment grain size to be a cause of the directional and remarkable changes of macrofaunal communities in this area, we could not find such a corresponding variation pattern from our samples. In diagnosing eutrophication, a paradoxical phenomenon was encountered between the trends in water column (COD, cell number and Chl-a) and sediment (ignition loss) data. In this paper, we inferred the possible processes that produce the discrepancy. Some explanations and biological responses to eutrophication were predicted and discussed.

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Detection of Unbalanced Voltage Cells in Series-connected Lithium-ion Batteries Using Single-frequency Electrochemical Impedance Spectroscopy

  • Togasaki, Norihiro;Yokoshima, Tokihiko;Oguma, Yasumasa;Osaka, Tetsuya
    • Journal of Electrochemical Science and Technology
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    • 제12권4호
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    • pp.415-423
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    • 2021
  • For a battery module where single cells are connected in series, the single cells should each have a similar state of charge (SOC) to prevent them from being exposed to an overcharge or over-discharge during charge-discharge cycling. To detect the existence of unbalanced SOC cells in a battery module, we propose a simple measurement method using a single-frequency response of electrochemical impedance spectroscopy (EIS). For a commercially available graphite/nickel-cobalt-aluminum-oxide lithium-ion cell, the cell impedance increases significantly below SOC20%, while the impedance in the medium SOC region (SOC20%-SOC80%) remains low with only minor changes. This impedance behavior is mostly due to the elementary processes of cathode reactions in the cell. Among the impedance values (Z, Z', Z"), the imaginary component of Z" regarding cathode reactions changes heavily as a function of SOC, in particular, when the EIS measurement is performed around 0.1 Hz. Thanks to the significant difference in the time constant of cathode reactions between ≤SOC10% and ≥SOC20%, a single-frequency EIS measurement enlarges the difference in impedance between balanced and unbalanced cells in the module and facilitates an ~80% improvement in the detection signal compared to results with conventional EIS measurements.

흰쥐에서 생애초기의 스트레스 경험이 성숙후 신경행동에 미치는 영향 (Early Experience of Stress Results in Neurobehavioral Alterations in Aged Rats)

  • 김원주;이서울;김동구;김경환
    • 대한약리학회지
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    • 제31권2호
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    • pp.179-194
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    • 1995
  • This study aimed to determine whether exposure to stress during developmental period causes permanent behavioral and/or neurochemical alterations. Alterations of behavior were studied in young and aged rats which have been exposed to uncontrollable and unpredictable electric shocks on postnatal day(PND) 14 or PND 14 and 21. The concentrations of monoaminergic neurotransmitters were also measured to determine whether the behavioral alterations were accompanied by neurochemical changes. The results obtained are as follows: 1) The rate of increase in body weight was reduced at one day after exposure to the 1st series of shocks on PND14. However, these findings could not be observed after exposure to the 2nd series of shocks on PND 21. 2) Explorative activity decreased at one day after exposure to the 1st series of shocks on PND14. However this findings could not be observed after exposure to the 2nd series of shocks on PND 21. 3) At 100 days of age, there were little changes in the spontaneous locomotor activities measured for consecutive 23 hrs. However, there was positive correlation between the shock number showing the 1st helplessness during receiving the 1st series of shocks and the night time ambulatory activity of females, and was negative correlation between the shock number showing the 1st helplessness during receiving the 1st or 2nd series of shocks on PND 14 or 21 and the night time ambulatory activity of females. 4) At $360{\sim}390$ days of age, night time ambulatory activity decreased in female rats which have been exposed to shocks on PND 14 and 21, but not in males. 5) In the aged female rats, the concentrations of 5-HT, dopamine and their metabolites were not different among groups. However, the ratio of 5-HIAA/5-HT increased in the frontal cortices of rats exposed to shocks on PND 14 and 21. These results demonstrate that the early experience of serious stress results in persistent alterations of behavior accompanying altered neurochemistry, and aging may unmask a subtle neuronal deficit causes by the early experience of serious stress.

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직렬아크에 대한 전류 및 전압 신호분석이 가능한 Monitoring Program 개발 (Development of Monitoring Program for Detecting Current and Voltage Signals for Series Arc)

  • 김두현;박종영;김성철;이종호
    • 한국안전학회지
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    • 제25권2호
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    • pp.29-34
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    • 2010
  • This paper is aimed to develop monitoring software for detecting the characteristics of current and voltage signals for series arc on electric wire. In order to attain this purpose, the characteristics of series arc were analyzed by the current and voltage signals on electric wire which were installed, and also analyzed by the changes of RMS, instantaneous of waveform value in time domain and THD in frequency domain. Monitoring program which analyze the signal was developed by Labview which can analyze in time domain and frequency domain, and save data. Experimental setup for detecting verification of monitoring program was composed loads of a lamp, an electric heater and an electric fan loads which were usually using. Measurement points for detecting verification of monitoring program were selected at both the panel board and the arc generator at the same time. As results of the experiments by monitoring program, the arc current waveform showed the same characteristic in all measurement points of all load. But the arc voltage waveform was different in each measurement point. When arc occurred, the THD of current value increased above 20%. The results of this study will be effectively used in developing the preventive system of electric fire by series arc.

A Study of The reference value of the CUSUM control chart that can detect small average changes in the process

  • Jun, Sang-Pyo
    • 한국컴퓨터정보학회논문지
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    • 제25권12호
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    • pp.73-82
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    • 2020
  • 반도체나 석유화학 공정과 같이 프로세스 중심의 장치 산업에서는 흔히 관측된 자료들 사이에 자기상관(Autocorrelation)이 존재하는데, 이러한 공정에 기존의 SPC(Statistical process control)를 적용하는 경우 공정의 평균 변화를 효과적으로 검출하지 못하는 문제가 발생할 수 있다. 본 논문에서는 특정 시계열 모형을 따르는 공정자료에 일정한 크기의 평균 변화가 발생할 때, 잔차는 시간의 흐름에 따라 그 평균이 달라지게 되는데, ARMA(1,1) 과정을 중심으로 평균의 변화 패턴을 소개하고, 이 결과를 바탕으로 공정의 작은 평균 변화를 검출할 수 있는 CUSUM(Cumulative sum) 관리도의 공정 자료가 갖는 시계열 모형의 형태와 관심 있는 공정 평균 변화의 폭을 고려하여 CUSUM 관리도의 설계 과정에서 필요한 참고값이 적절히 선택되어 사용되어야 함을 모의실험을 통해 확인하였다.

한국의 미세먼지 시계열 분석: 장기종속 시계열 혹은 비정상 평균변화모형? (Time Series Modelling of Air Quality in Korea: Long Range Dependence or Changes in Mean?)

  • 백창룡
    • 응용통계연구
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    • 제26권6호
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    • pp.987-998
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    • 2013
  • 이 논문에서는 한국의 대기질을 결정하는 중요한 수치인 미세먼지(PM10)에 대한 통계적 고찰을 한다. 2011년 매시 관찰된 자료 분석을 토대로 미세먼지가 매우 높은 시차에서도 강한 양의 상관관계를 가지는 장기 종속 시계열의 특징을 보임을 밝힌다. 또한 주변분포는 꼬리가 두터운 모형으로서 로그-정규분포보다는 일반화 파레토 분포가 훨씬 더 자료를 잘 적합함을 보인다. 하지만 이러한 높은 상관관계는 종종 단순한 평균변화 모형에 의한 그럴듯싸한 가짜 효과에 기인하기도 하여 통계모형을 세우는데 많은 혼동을 준다. 따라서 이 논문에서는 강한 종속성이 장기 종속 시계열에 의한 것인지 아니면 비정상 평균변화에 의한 것인지 근본적인 물리적 모형에 대한 논의를 통계적인 가설 검정을 통해 살펴본다. 그 결과 미세먼지의 강한 종속성은 구조변화에의한 착시 효과임을 밝힌다.