• 제목/요약/키워드: Data Science Degree

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MODIS 대기자료를 활용한 남북한 기상관측소에서의 냉방도일 추정 (The use of MODIS atmospheric products to estimate cooling degree days at weather stations in South and North Korea)

  • 유병현;김광수;이지혜
    • 한국농림기상학회지
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    • 제21권2호
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    • pp.97-109
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    • 2019
  • 적산 온도는 작물 재배 의사결정 지원을 위해 대상지역 주변 기상 관측소의 자료를 활용하여 산정되어 왔다. 한편 Moderate Resolution Imaging Spectroradiometer (MODIS) 자료로부터 공간적인 온도 자료를 바탕으로 특정 지점의 적산 온도 자료를 생산할 수 있다. 본 연구의 목적은 MODIS 자료를 처리하는 도구를 개발하고 이를 바탕으로 작물의 고온 피해도 및 시설의 냉방 요구도 분석에 활용될 수 있는 냉방도일을 계산하고자 하였다. R 스크립트를 사용하여 특정지역의 MODIS 기온자료를 생성하는 모듈들을 작성하였다. 해당 스크립트들은 격자자료의 좌표계 변환과 자료들의 공간적인 통합 기능들을 가지고 있었다. 온도 수직 분포 자료로부터 지표 기압에 해당하는 온도를 추출하는 기능은 rgdal과 RcppArmadillo등의 패키지를 활용하여 구현되었다. 또한 냉방도일 및 일평균온도 추정을 위해 MODIS 기온 자료, day of year, 및 위도를 입력 자료로 사용하는 random forest (RF) 모형을 남한 지역의 24개 지점에 대하여 훈련하였다. 인공위성 자료 별로 훈련된 RF 모형을 사용하여 한반도 지역의 일별 냉방도일을 계산하였다. 특히, 북한지역에 24개 지점에 대해 검증한 결과, MODIS 자료를 바탕으로 추정된 지역별 평균 연간 냉방도일은 관측값 변이의 96%를 설명할 수 있었다. 이러한 결과는 MODIS 자료로부터 유효적산온도 및 난방도일 등 다른 농림 기상 모형의 입력자료 생산을 지원할 수 있다는 것을 암시하였다.

노인의 체질별 건강증진 생활양식, 건강상태 및 생활만족도와의 관계 연구 (A Study of the Correlation of Lifestyle for Health promotion, Health status, and Degree of Life satisfaction based on Elderly's Constitution of the Korean)

  • 김귀분;권영숙;이은자;서은주;김인숙;오혜경;정미영;김세란
    • 동서간호학연구지
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    • 제4권1호
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    • pp.21-33
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    • 1999
  • This study is a descriptive research to identify lifestyle for health promotion, health condition, and degree of life satisfaction based on Korean elderly's physical constitution. The interviewee of this research was 53 outpatients of Oriental herbal medicine hospitals who are the residents either in Seoul or Taegu city. The data collection was performed during the March to the November of 1999. The research tools used for the measurement of the lifestyle for health promotion was "The Health Promoting Lifestyle Profile" developed by Walker, Sechrist and Pender. Measurement of the health condition was carried out using CMI(Cornell Medical Index) developed by Brodman, Erdmann, Lorge and Wolff. The Index for degree of the life satisfaction of elderly developed by Yun Jin was utilized to measure the degree of life satisfaction. Data analysis was performed using SPSSWin 9.0 software. In some cases, frequency, percentile, t-test, ANOVA or Pearson Correlation was also used to meet the specific research purposes when necessary. Tukey test was done for the post test. The conclusions are as follows. 1) The ANOVA test showed a significant difference in the lifestyle for the health promotion depending on physical constitutions of the interviewee. According to the Tukey test, 태음인 ($103.67{\pm}16.81$) performed better lifestyle for the health promotion than SOEMIN(少陰人, $85.34{\pm}12.69$) and 소양인($88.47{\pm}16.81$) (F=6.72, p=.003). 2) The result of the Pearson Correlation showed a positive correlation between the lifestyle for health promotion and health condition. As a result, the group practicing lifestyle for health promotion maintained a good health condition. Result of the Pearson Correlation also showed a proportional correlation between the lifestyle for health promotion and life satisfaction. Accordingly, the group practicing lifestyle for health promotion maintained a high degree of life satisfaction. Finally, the result of the Pearson Correlation showed a proportional correlation between the health condition and the degree of life satisfaction. Consequently, the group in a good health condition showed the high degree of life satisfaction.

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간경변증환자의 환자역할행위에 관한 연구 (A Study on Liver Cirrhosis Patients행 Sick Role Behavior)

  • 김옥수
    • 대한간호학회지
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    • 제15권1호
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    • pp.30-43
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    • 1985
  • Liver cirrhosis is the common cause of death in Korea today. But, if liver cirrhosis Patients were treated in the early stage of the disease Process, they can have a chance to carry their daily lives with prescribed medical and nursing regimens. Each patient has different health beliefs that there is a different Sick Role Behavior in the process of treatment. In order to increase and control the desired patient's Sick Role Behavior, it is important for nurses to understand the health beliefs influencing Sick Role Behavior. The purpose of this study was to determine factors influencing Sick Role Behavior and provide objective and scientific data to health education, treatment and nursing care. The subjects for this study were 80 Liver Cirrhosis patients selected from in and out patients of the medical department of four University Hospitals in Seoul, Won Joo and Mok Po city. Data was collected from Sep. 18, to Oct. 15, 1984. The measurement tool was the questionaire that developed by the investigator from the literature review based on Health Belief Model. The data Collection was done by interview. Analysis of data was done by use Mean, S.D., ANOVA, Pearson Correlation Coefficient and Stepwise Multiple Regression. The result of study were as follows: 1. The significant influencing variables on the Liver Cirrhosis Patient's Sick Role Behavior in general characteristics were Sex, Marital Status, Educational levels, Family's income and Duration after diagnosis. 2. Between the Sick Role Behavior and Health Belief Model, a) The first hypothesis that the stronger degree of Health Motivation, the higher degree of Liver Cirrhosis Patient's Sick Hole Behavior was supported (r=0.7892, p=0.0000). b) The second hypothesis that the higher degree of perceived susceptibility, the higher degree of Liver Cirrhosis Patients' Sick Role Behavior was supported (r=0.6383, p=0.0000) c) The third hypothesis that the higher degree of perceived severity, the higher degree of Liver Cirrhosis Patients' Sick Role Behavior was supported (r=0.5869, p=0.0000). d) The fourth hypothesis that the higher degree of perceived benefit, the higher degree of Liver Cirrhosis patient's Sick Role Behavior was supported (r=0.7535, p=0.0000). e) The fifth hypothesis that the lower degree of perceived barrier, the higher degree of Liver Cirrhosis Patient's Sick Role Behavior was supported(r=-9.7709, p=0.0000) f) The sixth hypothesis that the higher degree of knowledge in Disease, the higher degree of Liver Cirrhosis patients'lck Role Behavior was supported (r=0.7538, p=0.0000), g) In the correlation among variables, it was found positive correlation except that perceived barrier was negatively correlated. In the Stepwise Multiple Regression and Independent Variables, the factor“Health Motivation”could account for Sick Role Behavior in 62.28% of the Sample (F=128. 786, p<0.01). When the factor“perceived barrier”is added to this, it account for 70.38% of Sick Role Behavior (F=93.479, p <0.01) and the factor“knowledge in disease”is also included, it account for 74.78% of Sick Role Behavior (F=75.131, p <0.01). Finally, when the factor“perceived susceptibility”is included, it account for 75.03% of Sick Role Behavior (F=56.329, p <0.01).

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1차 확률적 지배를 하는 최대수익 포트폴리오 가중치의 탐색에 관한 연구 (Optimizing Portfolio Weights for the First Degree Stochastic Dominance with Maximum Expected Return)

  • 류춘호
    • 한국경영과학회:학술대회논문집
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    • 한국경영과학회 2007년도 추계학술대회 및 정기총회
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    • pp.134-137
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    • 2007
  • Unlike the mean-variance approach, the stochastic dominance approach is to form a portfolio that stochastically dominates a predetermined benchmark portfolio such as KOSPI. This study is to search a set of portfolio weights for the first degree stochastic dominance with maximum expected return by managing the constraint set and the objective function separately. An algorithm was developed and tested with promising results against Korean stock market data sets.

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1차 확률적 지배를 하는 포트폴리오 가중치의 탐색에 관한 연구 (An Algorithm to Optimize Portfolio Weights for the First Degree Stochastic Dominance)

  • 류춘호
    • 한국경영과학회지
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    • 제28권1호
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    • pp.25-36
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    • 2003
  • Unlike the mean-variance approach, the stochastic dominance approach Is to form a portfolio that first-degree stochastically dominates a predetermined benchmark portfolio, e.g. KOSPI. Analytically defining the first derivative of the objective function, an optimal algorithm of nonlinear programming was developed to search a set of optimal weights systematically and tested with promising results against veal data sets from Korean stock market.

아버지의 신생아에 대한 애착정도 (The degree of paternal attachment to neonate)

  • 김지영
    • 대한간호학회지
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    • 제25권2호
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    • pp.330-340
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    • 1995
  • This study was conducted to find out the degree of paternal attachment to neonate, and to identify factors affecting paternal attachment. The main purpose was to make the base data for nursing intervention to improve parternal attachment. The subjects of this study were 20 fathers whose partners have delivered premature neonate and 30 fathers whose partners have delivered normal neonate in 3 university hospitals in Seoul. Data were collected from Feb. 10 to Apr. 10 1994 by self report questionaires. The instrument for this study was based on 7 kinds of characteristics of paternal attachment by Greenberg St Morris(1974), and developed by re-searcher The statistical methods for data analysis were percentage, mean, standard deviation, 1-test, ANOVA with S.P.S.S. program. The conclusions are as follows. 1. Fathers had the high degree of paternal attachent to neonate, but were afraid of active touch. 2. The factors that affect paternal attachment were delivery odor, past experience about own father except delivery pattern, pregnancy plan, sex of nonate. 3. There were not significant correlations between paternal attachment and early visual contact frequency of father-neonate. 4. In the degree of paternal attachment, though normal neonate father showed somewhat higher result than premature neonate father, there was not statistically significant difference between two groups(t=-1.83, P=0.076). But in the character of tactail awarness there were significant differences between two groups, hence nursing interventions are needed to help the premature neonate's father bring early tactile con-tact. Pother research about factors affecting paternal attachment to neonate and high risk neonate as well as low birth weight neonate is reguired.

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가정전문간호사의 환자·가족교육 수행정도와 저해요인 (Performance and Impediments to Patient and Family Education among Home Health Care Nurses)

  • 서유진;이미경
    • 가정∙방문간호학회지
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    • 제26권3호
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    • pp.329-340
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    • 2019
  • Purpose: This study aimed to provide basic data necessary to develop education programs and educational services for home care by investigating the degree of patient and family education among home health care nurses. Methods: Data collection was carried out with 145 people from 47 institutions that agreed to participate in the research. A total of 128 questionnaires were received, of which 122 were analyzed. Data were analyzed using SPSS 12.0. Results: The item on which education was most frequently delivered was intravenous injection speed control (66.4%), whereas the item requiring the longest teaching period was pressure ulcer care. The average degree of impediment perceived by home care nurses was 2.82 out of 5. Conclusion: Medical institutions should develop educational materials and programs that reflect the characteristics and degree of home health care needed. Repeated research, including that by medical institutions, on the degree and impeding factors related to patient and family education performance of home health care nurses should be conducted. Moreover, medical institutions should investigate the nursing and educational needs of patients and families who received home health care service.

도시 기혼 직업인의 가사분담관리행동과 심리적 복지감에 관한 연구 (A Study on Management of Division of Household Work and Psychological Well-Being of Married and Employed Urbanite)

  • 이정숙
    • 한국지역사회생활과학회지
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    • 제13권1호
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    • pp.51-65
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    • 2002
  • The purpose of this study were to empirically verify the influence of varables on psychological well-being of married and employed urbanite and to provide a basis for promoting the quality of life. The subject of this study were 270 married and employed urbanite and interviewed with a questionnaire. The data were analyzed by SPSS/PC+ program for the frequency, mean, standard deviation, and regression analysis. The major results of this study were as follows: 1) The score of management of division of household work was a medium-level. The score of psychological well-being of married and employed urbanite was relatively high. 2) Variables that affect management of division of household work were sex, income, degree of using information, and degree of stress recognition. 3) Variables that affect psychological well-being were degree of work satisfaction, degree of income propriety, degree of stress recognition, fate control orientation and material orientation. 4) The influenced level of degree of work satisfaction on psychological well-being of married and employed urbanite was highest among the other variables.

냉난방도일을 이용한 우리나라 주요도시의 도시승온화현상 특성분석 (Analysis of Urban Warming Phenomenon using Degree days in Major Korean Cities)

  • 김해동;박명희;송경숙
    • 한국환경과학회지
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    • 제13권3호
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    • pp.189-196
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    • 2004
  • Characteristics of urban wanning phenomenon were studied using degree days for three big cities(Seoul, Busan, Daegu) adjacent to airport. Time variation of the cooling and heating degree days was analyzed using the daily mean air temperature data measured at the six meteorological observatory for long-term periods(25~43years). The results for the big cities are as followings: 1) It was found that the heating degree days trended to decrease from year to year. 2) The cooling degree days were nearly unchanged during the same analysis periods. 3) The number of days calling for air-heating also tended to decrease as time passes. 4) Those of air-cooling were nearly unchanged during the same time. It suggests that the change of air-heating condition owing to urbanization came in evidence in the winter season, but that of air-cooling condition was slight in the summer season. On the other hand, the long-term trends of degree days were very small in airport areas except for Kimhae airport. Hence, the gaps of degree days between big cities and rural airport areas are increasing.

자궁절제술 환자의 성건강 교육요구도와 간호사의 성건강 교육수행정도 비교 (Degree of Hysterectomy Patients' Educational Needs and Nurses' Educational Performance on Sexual Health Education)

  • 송영아;신혜숙
    • 여성건강간호학회지
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    • 제10권2호
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    • pp.99-108
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    • 2004
  • Purpose: This study was to serve the sexual health education of the hysterectomy patients and to get the basic data of the nursing intervention on sexual health education. Sexual health education for the patients is an independent function as well as a professional responsibility of nurses. Method: The subjects were composed of 108 post-op patients who had undergone doing a hysterectomy 5 to 10 days previously and 101 nurses at OBGY hospitals. For data analysis, the study executed a frequency, mean, standard deviation, t-test, ANOVA, Duncan Multiple Range test and Spearman's rho correlation coefficient, in accordance with the purpose of the study using SPSS Win 10.0. Result: Mean score of the needs degree of sexual health education was 3.30 point. The need for education was highest in the sexual health promotion with education related to sexual interaction the lowest. Mean score of the nurses' teaching performance degree of sexual health education was 1.80 point. The nurses' teaching performance was highest in the sexual health promotion. There exist significant correlations between the degree of patients' educational needs and the degree of nurses' teaching performance on physiosexual(p=-.667, p<.05), psychosexual(p=.762, p<.05), sexual interaction(p=.667, p<.05) respectively. There was no significant difference on sexual health promotion(p=.359, p>.05). Conclusion: The degree of sexual health education needs of hysterectomy patients was very high. Therefore, continuous nursing education program should be developed and provided for the promotion of the performance of sexual health education as the nursing professional role.

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