• Title/Summary/Keyword: Correlations analysis

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Surface Micro-Climate Analysis Based on Urban Morphological Characteristics: Temperature Deviation Estimation and Evaluation (도시의 지표형태학적 특성에 기반한 지면미기후 분석: 기온추정 및 평가)

  • Yi, Chaeyeon;An, Seung Man;Kim, KyuRang;Kwon, Hyuk-gi;Min, Jae-Sik
    • Atmosphere
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    • v.26 no.3
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    • pp.445-459
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    • 2016
  • Air temperature deviation (ATD) is one of major indicators to represent spatial distribution of urban heat island (UHI), which is induced from the urbanization. The purpose of this study is to evaluate the accuracy of air temperature deviation about Climate Analysis Seoul (CAS) workbench, which had developed by National Institute Meteorological Science and TU Berlin. Comparison and correlation analysis for CAS ATD including meso-scale air temperature deviation, local-scale air temperature deviation, total air temperature deviation, surface heat flux deviation, cold air production deviation among meso-scale numerical modelling variable in 'Seoul Region', micro-scale numerical modelling in 'Detail Region', and CAS workbench variable using observation data in ground stations. Comparison between night time OBS ATD and CAS ATD show that have most close values. Most of observations ($dT_{max}$ and $dT_{min}$) have highly positive ($dT_{SHP}$, $dT_{CA}$, MD, TD, $f_{BS}$, $f_{US}$, $f_{WS}$, $h_B$) and negative ($f_{VS}$, $f_{TV}$, $h_V$, Z) correlations. However, CAS workbench needs further improvement of both observational framework and analytical framework to resolve the problems; (1) night time OBS ATD of has closer values in compare with at high rise mountain area and (2) correlations are very dependable to meteorological scale.

Amplification based on shear wave velocity for seismic zonation: comparison of empirical relations and site response results for shallow engineering bedrock sites

  • Anbazhagan, P.;Aditya, Parihar;Rashmi, H.N.
    • Geomechanics and Engineering
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    • v.3 no.3
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    • pp.189-206
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    • 2011
  • Amplification based on empirical relations is widely used for seismic microzonation of urban centers. Amplifications are used to represent the site effects of a particular soil column. Many empirical correlations are available to estimate the amplification of seismic waves. These correlations are based on the ratio of shear wave velocity of foundation/rock to soil velocity or 30 m equivalent shear wave velocity ($Vs^{30}$) and are developed considering deep soil data. The aim of this work is to examine the applicability of available amplification relations in the literature for shallow engineering bedrock sites by carrying out site response studies. Shear wave velocity of thirteen sites having shallow engineering bedrock have been selected for the study. In these locations, the depth of engineering bedrock (> 760 ${\pm}$ 60 m/s) is matched with the drilled bore hole. Shear wave velocity (SWV) has been measured using Multichannel Analysis of Surface Wave survey. These sites are classified according to the National Earthquake Hazards Reduction Program (NEHRP) classification system. Amplifications for an earthquake are arrived for these sites using empirical relations and measured SWV data. Site response analysis has been carried out in SHAKE using SWV and using synthetic and real earthquake data. Amplification from site response analysis and empirical relations are compared. Study shows that the amplification arrived using empirical relations does not match with the site response amplification. Site response amplification is much more than empirical values for same shear wave velocity.

Factors associated with turnover intention of dental hygienist (치과위생사의 이직의도에 영향을 미치는 요인)

  • Choi, Ha-Na;Lim, Soon-Ryun;Cho, Young-Sik
    • Journal of Korean society of Dental Hygiene
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    • v.10 no.6
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    • pp.973-981
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    • 2010
  • Objectives : The purpose of this study is to find out factors that affect turnover intention among dental hygienists. This study also provides a method to decrease the turnover intention, and demonstrates plans to improve organizational effectiveness. Methods : The data was collected from 300 dental hygienists working at dental clinics in Daegu and Kyungbuk province during the month of September, 2010. The total of 152 copies were used for analysis. The questionnaires were consisted of 6 categories: turnover intention, empowerment, organizational commitment, burnout, stress, and job satisfaction. T-test, ANOVA, correlation analysis, multiple regression were applied in this analysis. Results : 1. Looking at the relations between turnover intention and general characteristics, urnover intention was the highest among 20-29 age group, junior college graduates, and the group that had lees than 2-5 years of working experiences(p<0.05). Regarding marital status, singles had higher turnover intention than married people. 2. Looking at the correlation among turnover intention, empowerment, organizational commitment, burnout, stress, and job satisfaction, most of these factors showed significant correlations. However the correlations between organizational commitment and stress, stress and empowerment, stress and job satisfaction were not significant(p<0.05). 3. Organizational commitment and stress had significant influence on turnover intention(p <0.05). Organizational commitment was the most significant factor and it negatively influences the turnover intention. Conclusions : In order to decrease the turnover intention among dental hygienists, plans that can increase the organizational commitment should be implemented by improving organization-related factors.

Nursing Students' College-Related Stress, Self-Efficacy, Social Support and Interpersonal Skills (간호대학생의 대학생활 스트레스, 자기효능감, 사회적지지 및 대인관계능력)

  • Park, Euijeung;Jeong, Gyeongsun
    • Journal of The Korean Society of Integrative Medicine
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    • v.8 no.3
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    • pp.153-162
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    • 2020
  • Purpose : The purpose of this study is to investigate nursing students' levels of and relationships between college-related stress, self-efficacy, social support, and interpersonal skills. Methods : This study involved 352 nursing students at K University in B City, each who understood the study's purpose and agreed to participate in the study. The study's data were collected between April 8 and 19, 2019 and were analyzed using the SPSS for Windows 22.0 program based on frequencies, percentages, means, and standard deviations as well as a t-test, analysis of variance, post-hoc test, and correlation analysis results. The Scheffe test was performed for the post-hoc test, and the Pearson correlation coefficient was employed for the correlation analysis. Results : College-related stress showed statistically significant negative correlations with self-efficacy (r=-.310, p<.001), social support (r=-.312, p<.001), and interpersonal skills (r=-.226, p<.001). However, self-efficacy exhibited statistically significant positive correlations with social support (r=.548, p<.001) and interpersonal skills (r=.524, p<.001), and social support showed a statistically significant positive correlation with interpersonal skills (r=.644, p<.001). Therefore, higher levels of self-efficacy and social support and a lower level of college-related stress result in corresponding higher levels of interpersonal skills. Conclusion : Based on the results of this study, it is necessary to find measures to lower nursing students' college-related stress and increase their self-efficacy and social support, as well as to develop and operate specific intervention programs that can help enhance their interpersonal skills.

Study on Regional Spatial Autocorrelation of Forest Fire Occurrence in Korea (우리나라 산불 발생의 지역별 공간자기상관성에 관한 연구)

  • Kim, Moon-Il;Kwak, Han-Bin;Lee, Woo-Kyun;Won, Myoung-Soo;Koo, Kyo-Sang
    • Journal of Korean Society for Geospatial Information Science
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    • v.19 no.2
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    • pp.29-37
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    • 2011
  • Forest fire in Korea has been controlled by local government, so that it is required to understand the characteristics of regional forest fire occurrences for the effective management. In this study, to analyze the patterns of regional forest fire occurrences, we divided South Korea into nine zones based on administrative boundaries and performed spatial statistical analysis using the location data of forest fire occurrences for 1991-2008. The spatial distributions of forest fire were analyzed by the variogram, and the risk of forest fire was predicted by kriging analysis. As a result, forest fires in metropolitan areas showed strong spatial correlations, while it was hard to find spatial correlations of forest fires in local areas without big city as Gangwon-do, Chungcheongbuk-do and Jeju island.

Convective Heat Transfer Correlations for the Compact Heat Exchanger with Circular Tubes and Flat Tubes-Plate Fins (원형관 및 납작관-평판휜 형상의 밀집형 열교환기에 대한 대류열전달 상관관계식)

  • Moh, Jeong-Hah
    • Transactions of the Korean Society of Mechanical Engineers B
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    • v.34 no.3
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    • pp.291-299
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    • 2010
  • Aspect-ratio-based numerical analysis is carried out to investigate the air-side convective heat transfer characteristics in compact heat exchangers with circular tubes and flat tubes-plate fins. The RNG $k-{\varepsilon}$ model is adopted for turbulence analysis. The numerical analysis is carried out for aspect ratios ranging from 3.06 to 5.44 and for Reynolds numbers ranging from 1,000 to 10,000. The calculated results indicate a correlation between the friction factor and Colburn j factor in the compact heat exchanger system for the range of aspect ratios under consideration. The results obtained for circular tubes and flat tubes-plate fins in this study can be utilized to realize the optimal design of an air conditioning system.

An Analysis of Elementary School Students과 Personality, Scientific Attitude and Correlation Analysis of between Them (초등학생의 성격특성과 과학적 태도 분석과 이들의 상관관계 연구)

  • 배진호;김언경;김재영
    • Journal of Korean Elementary Science Education
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    • v.23 no.1
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    • pp.1-7
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    • 2004
  • The purpose of this study is to analyze elementary school students' personality, scientific attitude and to find the correlation between elementary school students' personality and scientific attitude. To determine this, the distribution of sixth graders' personality and scientific attitude was examined and correlation between the lower categories of each one was analyzed. The test tools and the subject were decided through the two preliminary examination, personality test and scientific attitude test were investigated appling to a total of 354 sixth-grade students at eight elementary schools in this study. The test results were analyzed with averages, standard deviations, correlations, ANOVA using SPSS/PC/sup +/. The major results of analysis are as follows. First, the distribution of scientific attitude proved that the average of boys' curiosity was higher than that of girls' curiosity, but girls' average was higher than boys' average in criticalness property, cooperation property, preparation property, continuation property and patience property. The distribution of upper group and lower group in personality properties revealed that the ratio of upper group was higher than that of lower group in activity property, social property, but the ratio of lower group was higher than that of upper group in responsibility and reflective property. Second, the socio-populational variables affecting 6th graders' personality' and science attitude were a sex, a sibling order. The cognition variables affecting 6th graders' personality and science attitude were preference, extent of usability to practical life and interest of science. Third, analyzing the correlation between lower categories of personality and lower categories of science attitude revealed that activity property of personality rather highly correlated to willingness property, critical property at .399(p<.01), .351(p<.01) respectively. and that consideration property of personality highly correlated to curiosity, critical property at .451 (p<.01), .415(p<.01) respectively.

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Hybrid ICA of Fixed-Point Algorithm and Robust Algorithm Using Adaptive Adaptation of Temporal Correlation (고정점 알고리즘과 시간적 상관성의 적응조정 견실 알고리즘을 조합한 독립성분분석)

  • Cho, Yong-Hyun;Oh, Jeung-Eun
    • The KIPS Transactions:PartB
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    • v.11B no.2
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    • pp.199-206
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    • 2004
  • This paper proposes a hybrid independent component analysis(ICA) of fixed-point(FP) algorithm and robust algorithm. The FP algorithm is applied for improving the analysis speed and performance, and the robust algorithm is applied for preventing performance degradations by means of very small kurtosis and temporal correlations between components. And the adaptive adaptation of temporal correlations has been proposed for solving limits of the conventional robust algorithm dependent on the maximum time delay. The proposed ICA has been applied to the problems for separating the 4-mixed signals of 500 samples and 10-mixed images of $512\times512$pixels, respectively. The experimental results show that the proposed ICA has a characteristics of adaptively adapting the maximum time delay, and has a superior separation performances(speed, rate) to conventional FP-ICA and hybrid ICA of heuristic correlation. Especially, the proposed ICA gives the larger degree of improvement as the problem size increases.

The Influences of Childhood Trauma, Rejection Sensitivity, Emotional Recognition Clarity on Displaced Aggression (아동기 외상, 거부민감성, 정서인식명확성이 전위공격성에 미치는 영향)

  • Lee, Jayoung
    • Journal of Digital Convergence
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    • v.19 no.9
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    • pp.385-392
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    • 2021
  • The purpose of this study is to examine the effects of childhood trauma, rejection sensitivity, and emotional recognition clarity on displaced aggression An online survey was conducted with 208 adults at H cyber university. Correlation analysis and double mediation effect analysis were performed through SPSS Win 25 and SPSS Process Macro, and the results are as follows. First, childhood trauma and rejection sensitivity showed positive correlations with displaced aggression, and emotional recognition clarity showed negative correlations. Second, in the relationship between childhood trauma and displaced aggression, rejection sensitivity was found to indirectly mediate, but emotional recognition clarity did not. Third, in the relationship between childhood trauma and displaced aggression, rejection sensitivity and emotional recognition clarity were found to be double-mediated. These results are expected to be used as basic data to reduce the displaced aggression of those who have experienced childhood trauma.

Relation between heart rate variability and spectral analysis of electroencephalogram in chronic neuropathic pain patients

  • John Rajan;Girwar Singh Gaur;Karthik Shanmugavel;Adinarayanan S
    • The Korean Journal of Physiology and Pharmacology
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    • v.28 no.3
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    • pp.253-264
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    • 2024
  • Chronic neuropathic pain (CNP) is a complex condition often arising from neural maladaptation after nerve injury. Understanding CNP complications involves the intricate interplay between brain-heart dynamics, assessed through quantitative electroencephalogram (qEEG) and heart rate variability (HRV). However, insights into their interaction in chronic pain are limited. Resting EEG and simultaneous electrocardiogram (lead II) of the participants were recorded for qEEG and HRV analysis. Correlations between HRV and qEEG parameters were calculated and compared with age, sex, and body mass index (BMI)-matched controls. CNP patients showed reduced HRV and significant increases in qEEG power spectral densities within delta, theta, and beta frequency ranges. A positive correlation was found between low frequency/high frequency (LF/HF) ratio in HRV analysis and theta, alpha, and beta frequency bands in qEEG among CNP patients. However, no significant correlation was observed between parasympathetic indices and theta, beta bands in qEEG within CNP group, unlike age, sex, and BMI-matched healthy controls. CNP patients display significant HRV reductions and distinctive qEEG patterns. While healthy controls exhibit significant correlations between parasympathetic HRV parameters and qEEG spectral densities, these relationships are diminished or absent in CNP individuals. LF/HF ratio, reflecting sympathovagal balance, correlates significantly with qEEG frequency bands (theta, alpha, beta), illuminating autonomic dysregulation in CNP. These findings emphasize the intricate brain-heart interplay in chronic pain, warranting further exploration.