• Title/Summary/Keyword: identification of variables

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Comparison and Analysis of Techniques for Achieving Azimuth Resolution of Imaging Radar (영상레이다의 방위 해상도 구현기법 비교 분석)

  • Hong, In-Pyo;kim, Nam
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
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    • v.8 no.2
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    • pp.185-196
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    • 1997
  • By considering the definition and application of resolution as well as the concept and theory of SAR, the essential contents of the SAR design and analysis are described. This paper is to compare and analyze the resolution performance capability of three techniques for achieving azimuth resolution such as the real aperture, the unfocused and the focused techniques, through the simulation. Simulation is performed to make the restricted conditions for the unfocused technique that can be implemented by the less commputing load of signal processingand the lower cost. Through the mission analysis, the use of SAR image can be applied for estimation of whole situation at the regional area in the field of military demands for tactical purpose as well as civilian demands for the damage of disaster. RPV and sall or medium aircraft are selected to carry the SAR for these purposes and the proper resolution turns ou 5~15 m. The trade-off study of variables through the simulations results in the proper conditions such that range is less 3, 000 m, Wavelength is 1~10 m, and the raw signals and results processed by three techniques for two point targets are exhibited undr such conditions. Therefore, at some points, the result of this paper si proposed for useful applications of unforcused technique in the restricted conditions except the identification of the small target at a long range re- quired for high resolution.

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Detection of Wildfire Smoke Plumes Using GEMS Images and Machine Learning (GEMS 영상과 기계학습을 이용한 산불 연기 탐지)

  • Jeong, Yemin;Kim, Seoyeon;Kim, Seung-Yeon;Yu, Jeong-Ah;Lee, Dong-Won;Lee, Yangwon
    • Korean Journal of Remote Sensing
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    • v.38 no.5_3
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    • pp.967-977
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    • 2022
  • The occurrence and intensity of wildfires are increasing with climate change. Emissions from forest fire smoke are recognized as one of the major causes affecting air quality and the greenhouse effect. The use of satellite product and machine learning is essential for detection of forest fire smoke. Until now, research on forest fire smoke detection has had difficulties due to difficulties in cloud identification and vague standards of boundaries. The purpose of this study is to detect forest fire smoke using Level 1 and Level 2 data of Geostationary Environment Monitoring Spectrometer (GEMS), a Korean environmental satellite sensor, and machine learning. In March 2022, the forest fire in Gangwon-do was selected as a case. Smoke pixel classification modeling was performed by producing wildfire smoke label images and inputting GEMS Level 1 and Level 2 data to the random forest model. In the trained model, the importance of input variables is Aerosol Optical Depth (AOD), 380 nm and 340 nm radiance difference, Ultra-Violet Aerosol Index (UVAI), Visible Aerosol Index (VisAI), Single Scattering Albedo (SSA), formaldehyde (HCHO), nitrogen dioxide (NO2), 380 nm radiance, and 340 nm radiance were shown in that order. In addition, in the estimation of the forest fire smoke probability (0 ≤ p ≤ 1) for 2,704 pixels, Mean Bias Error (MBE) is -0.002, Mean Absolute Error (MAE) is 0.026, Root Mean Square Error (RMSE) is 0.087, and Correlation Coefficient (CC) showed an accuracy of 0.981.

Identification of Influencing Factors of Forest Scenic Beauty for Outdoor Recreation (야외휴양(野外休養)을 위한 산림풍치(山林風致)의 영향인자(影響因子) 구명(究明))

  • Song, Hyung Sop;Kim, Seong Il;Cho, Eung Hyouk
    • Journal of Korean Society of Forest Science
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    • v.81 no.3
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    • pp.287-298
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    • 1992
  • The main purpose of this study is to obtain information on the factors influencing forest scenic beauty in order to make and manage scenic forest of recreation areas. 62 slides were taken for the study. Each photograph was independently judged by college students in 10 different major fields, with a total 264 observers after reliability test in the study. The ratings were scaled using a computer program developed by Brown & Daniel(1990). The results of rating scale analysis indicate that respondents' major field difference affects visual preference for forest scenic beauty. Similarly, with different sexual, forest visit frequency, and community type in childhood, people tend to rate their preference differently. The respondents' rating scale of relative scenic beauty of near-view forest scenes can largely be explained in terms of forest physical characteristics of forest landscape. Bare ground area and stash area are represented negative esthetic effects, while DBH, number of trees per hectare, sky area showed positive esthetic effects. These 6 variables in the model can be accounted for 74% of total variance in perceived forest scenic beauty. With this study result, it can be concluded that forest physical characteristics are significantly related to visual preference for near-view forest scenes.

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The Relationship between Left Ventricular Hypertrophy by Transthoracic Echocardiography and Dampness-Phlegm Diagnosis in Cerebral Infarction Patients (경흉부 심초음파를 이용한 뇌경색 환자의 좌심실 비대와 습담변증(濕痰辨證)의 관련성 연구)

  • Kwak, Seung-hyuk;Woo, Su-kyung;Lee, Eun-chan;Hyun, Sang-ho;Park, Joo-young;Jung, Woo-sang;Moon, Sang-kwan;Cho, Ki-ho;Park, Sung-uk;Ko, Chang-nam
    • The Journal of the Society of Stroke on Korean Medicine
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    • v.13 no.1
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    • pp.13-23
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    • 2012
  • Object : The aim of this study was to assess the relationship between left ventricular hypertrophy and Dampness-Phlegm diagnosis in cerebral infarction patients. Methods : Among 227 of the total recruited patients, 59 patients were diagnosed as left ventricular hypertrophy. We assessed their general characteristics, risk factors, lab findings and Korean medical diagnosis. We compared the assessed variables between left ventricular hypertrophy group and non left ventricular group. We analyzed the relationship between left ventricular hypertrophy and risk factors. And we also analyzed the relationship between left ventricular hypertrophy and dampness-phlegm diagnosis. Results : 1. The rate of left ventricular hypertrophy in female patients was larger than the rate of male patients. 2. There were more patients finally diagnosed hypertension in left ventricular hypertrophy group. 3. According to the analysis about the rate of Dampness-phlegm related Index for Pattern Identification by left ventricular hypertrophy, Sallow complexion and obesity were significantly higher in the left ventricular hypertrophy than in the non left ventricular hypertrophy group. 4. In multivariate analysis, Dampness-phlegm group showed close relationship with left ventricular hypertrophy. Conclusions : According to the analysis, significance between dampness-phlegm diagnosis diagnosed group and left ventricular hypertrophy were clarified. These results can be utilized in the future as a basic material to be used for diagnosis and management of dampness-phlegm diagnosis on cardiovascular diseases.

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A Study of Precedence and Result Factors on Team Commitment on Distribution and Hotel Employees (유통·호텔 종사원의 팀에 대한 몰입의 선행요인과 결과요인에 관한 연구)

  • Ryu, Baek-Hyun;Lee, Seung-Il
    • Journal of Distribution Science
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    • v.14 no.2
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    • pp.113-121
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    • 2016
  • Purpose - The purpose of this study is to identify team commitment affecting employees' innovative activities and factors affecting team commitment including empowerment by leaders and job enrichment factors. In other words, so as to explain outcome variables of innovative activities, this study aims to emphasize employees' attachment roles towards their groups within nomological network, and identify the motives encouraging employees' innovative activities. The research purpose is significant due to the realistic situation of hotel industry. The reason why innovative activities are important can be found in recent changes of business environment. Also, unlike other various studies on precedence factors encouraging employees' innovative activities, this study classified those precedence factors into job and leader characteristics, and it emphasized the importance of team commitment as the process that job and leader characteristics are connected to innovative activities. Research design, data and methodology - The survey for this study was conducted during October 6th ~ November 10th in 2014 to the employees who are working in 5-star hotels in Korea. As for the selection of hotels and sampling method, convenience sampling method was used to the employees in 5-star hotels. Self-report method was used in the survey, judging that the employees' characteristics would be relatively homogeneous. 311 questionnaires were distributed in total, and 275 reponses were collected. After excluding the missing and unreliable responses, 245 questionnaires were used in the research. SPSS and AMOS programs were used for the analysis. Results - First, empowering leadership had positive effects on hotel employees' team commitment. It indicates that hotel employees are more committed to their team when their leaders set examples, provide information, and involve employees in decision-making process. Second, as a result of the relationship analysis in task diversity, task significance, task identity and team commitment, task diversity and task significance had significant effect on team commitment, while task identity had no significant effect on team commitment. It indicates that team commitment is enhanced when the employees can conduct diverse types of jobs and get more opportunities to talk with the guests. Also, the repetition for the same jobs in hotel rooms and the space for preparing food and beverage do not lead to team commitment, even though the employees fulfill their duties to the end. Third, hotel employees' team commitment has positive effect on their innovative activities. It indicates that employees voluntarily conduct innovative activities when they are attached to their team and identifies themselves with the team. Conclusions - There are theoretical and practical implications in this study. First, in terms of the theoretical perspective, this study proposes structural framework in team commitment, and it identifies the psychological mechanism in team commitment from the aspect of social exchange, which resulted in identification of precedence factors related to team commitment. In addition, this study presents new possibilities for relevant studies about team commitment by examining the effect on team commitment when the importance of innovative activities is emphasized in recent business environment.

A Comparative Analysis on Image Structures of Jeju 'Oreum' between Koreans and Foreigners (제주 '오름'에 대한 내국인과 외국인의 경관이미지 비교 분석)

  • Suh, Joo-Hwan;Kim, Sang-Beom;Rho, Jae-Hyun;Huh, Joon
    • Journal of the Korean Institute of Landscape Architecture
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    • v.37 no.1
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    • pp.65-77
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    • 2009
  • This study conducted a comparative analysis between Koreans and foreigners on how they feel of the 'Oreum' so that the data could be used to conserve and utilize 'Oreum' as a brand of Jeju, which is one of the natural and original sceneries of the island along with Halla Mountain. Four aerial photo slides were selected to be assessed among 18 overlooked views of 'Oreums' through quasi-preliminary and preliminary surveys. The assessment group was divided into native and foreigner groups. Image and preference were measured based on 7 step categorization on 26 adjectives, and factor analysis was implemented. The selected factors from factor analysis reflected that calmness was recognized as common image identification variable to natives and foreigners. However, foreigners choose 'dynamics', 'peculiarity' and 'grandeur' in order to explain the image while Koreans selected words in the order of 'attractiveness', 'grandeur', 'dynamics' and 'peculiarity'. This means Koreans identify the image of 'Oreum' as absolute beauty while foreigners see the dynamics and relative peculiarity as its attractive point. As a result of factor score, preference and multiple regression analysis, Koreans selected 'calmness', 'attractiveness' and 'dynamics' as important variables to explain preference. On the other hand, foreigners choose 'dynamics' and 'calmness' as well as 'evenness', 'peculiarity' and 'simplicity'. This represents that foreigners are highly influenced by the structural peculiarity and simplicity on the image preference.

PREVALENCE OF STREPTOCOCCUS MUTANS AND STREPTOCOCCUS SOBRINUS IN CHILDREN WITH MIXED DENTITION (혼합치열기 어린이에서 Streptococcus mutans와 Streptococcus sobrinus의 분포도 조사)

  • Lee, Myung-Sung;Choi, Sung-Chul;Park, Jae-Hong
    • Journal of the korean academy of Pediatric Dentistry
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    • v.34 no.2
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    • pp.247-254
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    • 2007
  • Mutans streptococci have been reported to be implicated in dental caries. Of these streptococcal species, Streptcoccus mutans and Streptococcus sobrinus are most commonly found in human dental caries. Prevalence of these bacterial species in dental caries is found to be varied in different races and countries. Therefore, importance of these bacteria in dental caries remains to be determined The present study was performed to find out correlation S. mutans and S. sobrinus with dental caries in 125 Korean children with mixed dentition between 6 to 11 years of age. They were classified as group A(6-8 years) and group B(9-11 years) by age. For the study, stimulated saliva samples were collected from each subject. The vials containing saliva specimens were serially diluted (1:10) in saline and plated in duplicate on tryptone-yeast extract-cysteine with sucrose and bacitracin (TYCSB) for S. mutans and S. sobrinus. After genomic DNA was extracted from the samples, polymerase chain reaction (PCR) amplification was performed for identification using universal primers and specific primers to S. mutans and S. sobrinus. Data of microbial variables were compared to caries status of the subjects. According to this study, the result were as follows : 1. S. mutans versus S. sobrinus were moderate positive linear correlated in both group A(r=0.70) and group B(r=0.50). 2. Between S. mutans and dental caries there were weak positive linear correlation in both group A(r= 0.25) and group B(r=0.34). 3. S. sobrinus versus dental caries were not correlated in group A but slightly correlated in group B(r=0.21). 4. Between S. mutans and age, there were not correlation in both group. 5. S. sobrinus versus age were weak correlated in group A(r=0.32) but not correlated in group B.

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A Study of Professional Attitudes and Mental Health of Clinical Nurses (임상 간호사의 간호전문직 태도와 정신건강에 관한 연구)

  • 한경순;염순교;조주연;정연강
    • Journal of Korean Academy of Nursing
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    • v.27 no.2
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    • pp.364-376
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    • 1997
  • This study was made to analyse the nursing professional attitudes and mental health of clinical nurses in order to promote good mental health and positive attitudes. The 150 subjects obtained from 3 hospitals in Seoul completed a self-report questionnaire. Demographic data was collected in addition to data about nursing professional attitudes and mental health. The data was analyzed by SAS, t-test, scheffe's test, pearson's correlation and the GLM procedures. The results of the data analysis as follows : 1) Nursing professional attitudes were positive (MS=3.76) 2) Mental health was shown to be satisfactory (MS=0.65) 3) The relationship between nursing professional attitudes and mental health of the subjects were shown to be significant according to the professional education level with depression(r=-0.19, p=0.03/sup */), anxiety(r=-0.23, p=0.01/sup **/), hostility(r= -0.19, p=0.03/sup */), phobicanxiety(r=-0.18, p=0.04/sup */), but there was a significant difference according to the pursit of social profit with anxiety(r=-0.17, p=0.03/sup */). There was a significant difference according to autonomy with somatization(r=-0.23, p=0.01/sup **/), obsessive-compulsive(r=-0.22, p=0.01/sup **/), depression(r=-0.20, p=0.02/sup */), anxiety(r=-0.17, p=0.05/sup */). Finally, There was a significant difference according to ethics with hostility(r=-0.17, p=0.05/sup */). 4) According to nursing professional attitudes and demographic fators there was a significant difference in the professional position(t=2.01, p=0.05/sup */), work location(f=4.99, p=0.01/sup **/), length of employment (f=3.66, p=0.03/sup **/). 5) The nursing professional attitudes and occupational factors showed a positive correlation with the anticipation of length of employment (t=2.00, p=0.05/sup */). 6) According to Mental health and dmographic factors there was a significant correlation with the professional position(t=-2.21, p=0.03/sup */). 7) According to mental health and occupational factors there was a significant difference correlation. Based on the study results, the following recommendation are made : 1) Nursing education curriculum should be developed for the continuous promotion of mental of professional nurses. 2) Follow up study of identification of the variables which positively influence professional nurses attitudes.

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The Effect of Body Positioning on Physiologic Index in Patients with Unilateral Lung Disease (편측성 폐질환 환자의 체위변경이 생리적 지표에 미치는 영향)

  • Cho, Jee Yeon;Lee, Hyang Yeon
    • Korean Journal of Adult Nursing
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    • v.12 no.1
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    • pp.122-133
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    • 2000
  • The purpose of this study was to identify the effect of body positioning on $PaO_2$, $SpO_2$, systolic blood pressure, diastolic blood pressure, pulse, and respiration(above all defined physiologic index), of patients with unilateral lung disease. The subjects for this study were eleven patients admitted to I.C.U. of K.H.M.C. with a diagnosis of unilateral lung disease confirmed by chest X-ray and the attending doctor, from January 30th. to April 20th. 1999. A quasi-experimental repeated-measures cross-over design was used to compare three body positions(semi-Fowler's, lateral decubitus with good lung dependent, and lateral decubitus with diseased lung dependent). Each subject spent 30 minutes in semi-Fowler's position and 2 hours in good lung dependent position and diseased lung dependent position. Starting in the semi-Fowler's position, then in the lateral position with the good lung dependent or the diseased lung dependent as assigned in random order. Thirty minutes after each positioning, arterial blood sample was analyzed. Measurements of all physiologic index were recorded at the specified intervals(0, 30, 60 90, and 120 minutes) in good lung dependent and diseased lung dependent position. Statistical comparison of $PaO_2$ value was done using the Wilcoxon Signed Rank Test, and Multivariate repeated-measures analysis of variance was performed to analyse the within-subject effect of two dependent position for 2 hours on the five dependent variables: (1) $PaO_2$ (2) $SpO_2$ (3) systolic blood pressure (4) diastolic blood pressure (5) pulse. The results obtained were as follows: 1. The $PaO_2$ value in the good lung dependent position was significantly higher than the $PaO_2$ value in the diseased lung dependent position(Z=-2.8451, p=.002). 2. The $PaO_2$ value in the good lung dependent position was significantly higher than the $PaO_2$ value in the semi-Fowler's position (Z=-2.6673, p=.003). 3. The difference between the $PaO_2$ value in the semi-Fowler's position and the $PaO_2$ value in the diseased lung dependent position was not significant(Z=-1.2448, p=.10). 4. There were no statistically significance in the trends of physiologic index in the good lung dependent position and the diseased lung dependent position. From the results, it may be concluded that the good lung dependent position is the most effective position for patients with unilateral lung disease that improve oxygenation. Identification of positioning over time may be need further studies.

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Preliminary Study on Usual Cold or Heat as a Risk Factor for Hypertension in an University Faculty (일개 대학 교직원 집단에서 고혈압의 위험요인으로서의 평소 한열 예비 연구)

  • Jung, Kyung Sik;Kim, Yun Young;Baek, Young Hwa;Jang, Eunsu
    • Journal of Physiology & Pathology in Korean Medicine
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    • v.33 no.4
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    • pp.226-232
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    • 2019
  • This study was aimed to reveal that the usual cold or heat state was associated with hypertension and could be a risk. We emailed educational personnel in D university to join this study and 182 subjects participated in from March to December in 2016. The usual cold or heat diagnosis was conducted by two experts who had over 10 years expertise. The blood pressure was measured from the subjected after 10 minute rest with Jawon medical device. The hypertension was diagnosed by the guide of the Seventh Report of the Joint National Committee on Prevention, Detection, Evaluation, and Treatment of High Blood Pressure. The frequency analysis was used in general characteristics, Pearson's Correlation Coefficient analysis was conducted in among continuous variables, and chi-square test was also used between hypertension and cold or heat group. Logistic regression was analyzed to generate the odds ratios (ORs) and 95% confidence interval (CI) for hypertension. The cold score was suggested to have negative association with Body mass Index (BMI, -.374, p<.001), systolic blood pressure (-.333, p<.001), and diastolic pressure (-.261, p<.001). The heat score was analyzed to have positive association with Body mass Index (.413, p<.001), systolic blood pressure (.249, p<.001), and diastolic pressure (.156, p<.001). The distribution of the cold group (35.1%) and non-cold group (64.9%) in hypertension was significantly different (p=0.18). The distribution of the heat group (62.2%) and non-heat group (37.8%) was significantly different (p=0.27). The usual cold was associated with decreased ORs (ORs 0.405, 95% CI=0.191-0.857), and usual heat was associated with increased ORs (ORs 2.327, 95% CI=1.108-4.888). However, after adjusting body mass index, sex, and smoking, the association was not significantly different. It is possible that usual cold or heat associate with hypertension. Further study is needed to show that usual heat may be a independent risk factor for hypertension through follow up design.