• Title/Summary/Keyword: Variability analysis

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자율신경활성도의 지표로서의 동공크기 변이율 -자세변화, 졸음, 인지과제 실험으로부터 (Pupil Size Variability as an Index of Autonomic Activity - from the Experiments of Posture, Sleepiness and Cognitive Task)

  • 이정찬;김지은;박경모
    • 대한의용생체공학회:의공학회지
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    • 제28권1호
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    • pp.55-65
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    • 2007
  • This paper sought to investigate pupil size variability, pupil size parameters in terms of time domain and frequency domain, the autonomic activity change induced by posture change, degree of sleepiness and cognitive task (math task). With a specially designed pupil image acquisition system in the dark room, these three kinds of experiments were performed to induce a dominant state of sympathetic or parasympathetic activation. Electrocardiogram and pupil size were measured in all the experiments. Based on three experiments, we calculated heart rate variability. In the pupil size analysis, we calculated the mean and standard deviation of pupil size (in time domain), and proposed several frequency bands that exhibit different autonomic activation between different sessions. The results indicate that in terms of heart rate variability, posture change exhibited significant differences but not between sleepiness level, or between cognitive task. Pupil sizes differed only during the postures. And we found some frequency bands that correlated with autonomic activation in each experiment. While heart rate variability reflects posture change that need cardiac control, pupil size variability reflects not only posture induced autonomic activation but sleepiness and cognitive load, which is processed in the brain, in time and frequency domain parameter.

바다빙어과 2종 (Hypomesus nipponensis와 Mallotus villosus)의 변이 (Variability in Two Species of Osmeridae (Hypomesus nipponensis and Mallotus villosus))

  • 윤종만
    • 한국발생생물학회지:발생과생식
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    • 제12권2호
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    • pp.151-158
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    • 2008
  • The variability within and between Korean pond-smelt (Hypomesus nipponensis; KPS) and Canadian capelin (Mallotus villosus; CCP) were studied in order to clarify the genetic distances and differences. The dendrogram obtained by the seven primers indicates cluster 1 (KOREAN 01$\sim$KOREAN 11) and cluster 2 (CANADIAN 12$\sim$CANADIAN 22). The longest genetic distance displaying significant molecular differences was found to exist between individuals in the two geographic species of Osmeridae, between individuals' no. 10 of Korean and no. 18 of Canadian (0.686). 121 unique shared loci to each species, with an average of 17.3 per primer, were observed in the KPS species, and 264 loci, with an average of 37.7 per primer, were observed in the CCP species. 77 shared loci by the two species, with an average of 11.0 per primer, were observed in the two fish species. RAPD analysis showed that the KPS species was more genetically diverse than the CCP species. KPS species may have high levels of genomic DNA variability owing to the introduction of the wild individuals from the other sites to sampling sites although it may be the geographically diverse distribution of this species. As stated above, the existence of species discrimination and genetic variability between the KPS and the CCP species was identified by RAPD analysis.

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Frequency analysis of nonidentically distributed large-scale hydrometeorological extremes for South Korea

  • Lee, Taesam;Jeong, Changsam;Park, Taewoong
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2015년도 학술발표회
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    • pp.537-537
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    • 2015
  • In recent decades, the independence and identical distribution (iid) assumption for extreme events has been shown to be invalid in many cases because long-term climate variability resulting from phenomena such as the Pacific decadal variability and El Nino-Southern Oscillation may induce varying meteorological systems such as persistent wet years and dry years. Therefore, in the current study we propose a new parameter estimation method for probability distribution models to more accurately predict the magnitude of future extreme events when the iid assumption of probability distributions for large-scale climate variability is not adequate. The proposed parameter estimation is based on a metaheuristic approach and is derived from the objective function of the rth power probability-weighted sum of observations in increasing order. The combination of two distributions, gamma and generalized extreme value (GEV), was fitted to the GEV distribution in a simulation study. In addition, a case study examining the annual hourly maximum precipitation of all stations in South Korea was performed to evaluate the performance of the proposed approach. The results of the simulation study and case study indicate that the proposed metaheuristic parameter estimation method is an effective alternative for accurately selecting the rth power when the iid assumption of extreme hydrometeorological events is not valid for large-scale climate variability. The maximum likelihood estimate is more accurate with a low mixing probability, and the probability-weighted moment method is a moderately effective option.

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추계학적 강우모형의 매개변수 변동을 통한 서울지역 여름철 강우 변동특성 분석 (Analysis on the Variability of Rainfall at the Seoul Station during Summer Season Using the Variability of Parameters of a Stochastic Rainfall Generation Model)

  • 조현곤;김광섭;이재응
    • 한국수자원학회논문집
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    • 제47권8호
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    • pp.693-701
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    • 2014
  • 본 연구에서는 강우의 변동특성 분석에 있어 기존의 접근법인 지속기간별 강우량의 변화 분석을 통하여 얻는 데 한계가 있는 강우의 구조적 변동특성을 분석하기 위하여 추계학적 강우모형을 이용하였다. Neyman-Scott 구형펄스 모형(Neyman-Scott Rectangular Pulse Model, NSRPM)은 점 과정을 이용한 추계학적 강우생성 모형으로 시간단위 강우를 생성함으로써 수문학 분야에서 널리 쓰이고 있으며 강우특성과 관련한 5개의 매개변수로 구성되어있다. 각 매개변수는 물리적인 의미를 가지고 있으므로 서울지점의 1973~2011년 여름철 시강우자료를 이용하여 NSRPM의 매개변수를 추정하고 추정된 매개변수의 변화를 분석하여 강우의 구조적인 변화를 분석하고 기존연구와 비교 분석하였다.

Impact of spatial variability of geotechnical properties on uncertain settlement of frozen soil foundation around an oil pipeline

  • Wang, Tao;Zhou, Guoqing;Wang, Jianzhou;Wang, Di
    • Geomechanics and Engineering
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    • 제20권1호
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    • pp.19-28
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    • 2020
  • The spatial variability of geotechnical properties can lead to the uncertainty of settlement for frozen soil foundation around the oil pipeline, and it can affect the stability of permafrost foundation. In this paper, the elastic modulus, cohesion, angle of internal friction and poisson ratio are taken as four independent random fields. A stochastic analysis model for the uncertain settlement characteristic of frozen soil foundation around an oil pipeline is presented. The accuracy of the stochastic analysis model is verified by measured data. Considering the different combinations for the coefficient of variation and scale of fluctuation, the influences of spatial variability of geotechnical properties on uncertain settlement are estimated. The results show that the stochastic effects between elastic modulus, cohesion, angle of internal friction and poisson ratio are obviously different. The deformation parameters have a greater influence on stochastic settlement than the strength parameters. The overall variability of settlement reduces with the increase of horizontal scale of fluctuation and vertical scale of fluctuation. These results can improve our understanding of the influences of spatial variability of geotechnical properties on uncertain settlement and provide a theoretical basis for the reliability analysis of pipeline engineering in permafrost regions.

배뇨장애를 호소하는 여성의 자율신경계 특성과 요검사와의 상관관계 분석 (Correlation between Heart Rate Variability and Urine Analysis of Women with Urinary Disturbance)

  • 박경선;이진무;이창훈;조정훈;장준복;이경섭
    • 대한한방부인과학회지
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    • 제24권1호
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    • pp.74-86
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    • 2011
  • Objectives: The purpose of this study was to examine correlation between Heart Rate Variability and urine analysis of women with urinary disturbance. Methods: We studied 34 patients visiting ${\bigcirc}{\bigcirc}$hospital from January 2010 to September 2010. The subjects were categorized in two groups, symptom group (n=11) and no symptom group(n=23). We studied the difference of Heart Rate Variability and urine analysis between two groups by Student T-test and correlation between Heart Rate Variability and urine analysis by Pearson's correlation coefficient test using SPSS for windows (version 17.0). Results: Occult blood of symptom group was significantly higher than no symptom group. SDNN, TP and HF of symptom group was significantly lower than no symptom group. Occult blood and SDNN, occult blood and RMS-SD, occult blood and HF significantly showed negative correlation coefficient. pH and TP, pH and LF significantly showed positive correlation coefficient. Conclusion: The results suggest that urinary disturbance can be related to decreased activity of autonomic nervous system. Also urine from women with urinary disturbance tend to show higher occult blood.

Intra-night optical variability of AGN in COSMOS field

  • Kim, Joonho;Karouzos, Marios;Im, Myungshin;Kim, Dohyeong;Jun, Hyunsung David;Lee, Joon Hyeop;Pallerola, Mar Mezcua
    • 천문학회보
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    • 제42권1호
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    • pp.45.1-45.1
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    • 2017
  • Optical variability is one way to probe the nature of the central engine of AGN at smaller linear scales, and previous studies have shown that optical variability of AGN is more prevalent at longer timescales and at shorter wavelengths. To understand the properties and physical mechanism of variability, we are performing the KMTNet Active Nuclei Variability Survey (KANVaS). Especially, we investigated intra-night variability of AGN with KMTNet data which observed COSMOS field during 3 separate nights from 2015 to 2016 in B, V, R, and I bands. Each night was composed of 5, 9, and 11 epochs with 20-30 min cadence. To find AGN in the COSMOS field, we applied multi-wavelength selection methods. Using X-ray, mid-infrared, and radio selection methods, 50-60, 130-220, 20-40 number of AGN are detected, respectively. Achieving photometric uncertainty ~0.01mag by differential photometry, we employed a standard time-series analysis tool to identify variable AGN, chi-square test. Preliminary results indicate that there is no evidence of intra-night optical variability of AGN. It is possible that previous studies discovered intra-night variability used inappropriate photometric error. However, main reason seems that our targets have fainter magnitude (higher photometric error) than that of previous studies. To discover variability of AGN, we will investigate longer timescale variability of AGN.

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국가대표 여자 유도선수들의 스포츠 손상과 심박변이도와의 스포츠 융합 분석 (Sports convergence Analysis of Sports injuries and Heart Rate Variability in National Female Judo Athletes)

  • 김현철;박기준
    • 한국융합학회논문지
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    • 제11권4호
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    • pp.49-54
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    • 2020
  • 국가대표 여자 유도선수를 대상으로 스포츠 손상 발생률과 심박변이도 간의 상관관계를 알아보고자 하였다. 연구 참여자들은 자율신경 진단기(SA-6000)를 사용하여 심박변이도를 측정하였다. 평균 손상 발생률을 기준으로 스포츠 손상 발생률의 상위그룹과 하위그룹으로 분류하였으며, 두 그룹 간의 심박변이도를 알아보기 위해 독립표본 T-test와 스포츠 손상 발생 횟수와 심박변이도의 상관관계를 알아보기 위해 Pearson의 적률상관관계를 시행하였다. 심박변이도는 총 파워와 저주파에서 유의한 차이가 있었으며, 스포츠 손상 발생 횟수에 따른 심박변이도의 상관관계 분석에서도 총 파워와 저주파에서 유의한 차이가 있었다. 이러한 자료들은 향후 선수들의 스포츠 손상 예방프로그램을 만드는데 유용한 기초자료로 제공될 것으로 사료된다.

심박변이율 시간영역 분석을 통한 실내온도변화에 따른 자율신경활동 평가 (Evaluation of the Ambient Temperature Effect for the Autonomic Nervous Activity through the Time Domain Analysis of the Heart Rate Variability)

  • 민세동;신항식
    • 전기학회논문지
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    • 제64권8호
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    • pp.1246-1250
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    • 2015
  • The purpose of this paper is to investigate the autonomic nervous system activity in various ambient temperature situation. To evaluate autonomic function, we use the time domain analysis of heart rate variability. Electrocardiogram was recorded to derive heart rate variability in 3 different temperature room which temperature is controlled in 18℃(low), 25℃ (mid) and 38℃(high), respectively. Totally 22 subjects were participated in the experiment. The result shows that the time-domain variables such as AVNN, SDNN, SDSD, RMSSD, NN50, pNN50, NN20 and pNN20 show the significant difference between low and high temperature (p<0.01). However, these variables has no significance (p>0.05) between mid and high except on AVNN, RMSSD and pNN20. AVNN, RMSSD shows the highest significance (p<0.001) according to the various temperature environment.

지진으로 인한 사면변위 해석 시 지반성질 모델의 중요성 (The Importance of Geotechnical Variability in the Analysis of Earthquake-induced Slope Deformations)

  • Kim, Jin-Man
    • 한국지반공학회논문집
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    • 제19권2호
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    • pp.123-133
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    • 2003
  • 사면안정 신뢰성 해석을 통해 다양한 불확실성을 체계적으로 모델링할 수 있는 실용적 인 확률통계 기법을 제시한다. 새로운 제안식은, 지반성질의 확률적 특성화를 위해 공간적 변화와 공간평균으로 인한 분산감소뿐만 아니라 통계 및 측정오차까지도 고려하였다. 지진하중의 불확실성은 인공지진파를 대량으로 생성하고 이를 응답해석에 이용함으로써 반영하였다. 예제 해석결과, 한반도와 같이 지진이 활발하지 않은 지역(중약진 지진대)에서는 일반적 수준의지반성질 변화특성화가 지진위험도 특성화만큼이나 사면 파괴 위험도와 과도한 사면변형 계산값에 영향을 준다는 결론에 도달하였다.