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Comparative Analysis of Algorithm for Calculation of Absorbed Shortwave Radiation at Surface Using Satellite Date (위성 자료를 이용한 지표면 흡수단파복사 산출 알고리즘들의 비교 분석)

  • Park, Hye-In;Lee, Kyu-Tae;Zo, Il-Sung;Kim, Bu-Yo
    • Korean Journal of Remote Sensing
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    • v.34 no.6_1
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    • pp.925-939
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    • 2018
  • Absorbed shortwave radiation at the surface is an important component of energy analysis among the atmosphere, land, and ocean. In this study, the absorbed shortwave radiation was calculated using a radiation model and surface broadband albedo data for application to Geostationary Earth Orbit Korea Multi-Purpose SATellite (GEO-KOMPSAT-2A; GK-2A). And the results (GWNU algorithm) were compared with CERES data and calculation results using pyranometer and MODIS (Moderate Resolution Imaging Spectroradiometer) data to be selected as the reference absorbed shortwave radiation. This GWNU algorithm was also compared with the physical and statistical algorithms of GOSE-R ABI and two algorithms (Li et al., 1993; Kim and Jeong, 2016) using regression equation. As a result, the absorbed shortwave radiation calculated by GWNU algorithm was more accurate than the values calculated by the other algorithms. However, if the problem about computing time and accuracy of albedo data arise when absorbed shortwave radiation is calculated by GWNU algorithm, then the empirical algorithms explained above should be used with GWNU algorithm.

The Estimation of Arctic Air Temperature in Summer Based on Machine Learning Approaches Using IABP Buoy and AMSR2 Satellite Data (기계학습 기반의 IABP 부이 자료와 AMSR2 위성영상을 이용한 여름철 북극 대기 온도 추정)

  • Han, Daehyeon;Kim, Young Jun;Im, Jungho;Lee, Sanggyun;Lee, Yeonsu;Kim, Hyun-cheol
    • Korean Journal of Remote Sensing
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    • v.34 no.6_2
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    • pp.1261-1272
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    • 2018
  • It is important to measure the Arctic surface air temperature because it plays a key-role in the exchange of energy between the ocean, sea ice, and the atmosphere. Although in-situ observations provide accurate measurements of air temperature, they are spatially limited to show the distribution of Arctic surface air temperature. In this study, we proposed machine learning-based models to estimate the Arctic surface air temperature in summer based on buoy data and Advanced Microwave Scanning Radiometer 2 (AMSR2)satellite data. Two machine learning approaches-random forest (RF) and support vector machine (SVM)-were used to estimate the air temperature twice a day according to AMSR2 observation time. Both RF and SVM showed $R^2$ of 0.84-0.88 and RMSE of $1.31-1.53^{\circ}C$. The results were compared to the surface air temperature and spatial distribution of the ERA-Interim reanalysis data from the European Center for Medium-Range Weather Forecasts (ECMWF). They tended to underestimate the Barents Sea, the Kara Sea, and the Baffin Bay region where no IABP buoy observations exist. This study showed both possibility and limitations of the empirical estimation of Arctic surface temperature using AMSR2 data.

Factors Affecting Emotional Status and Suicidal Risk in Hospitalized Medical Patients (일 종합병원 입원 환자의 자살 위험도 및 정서 상태에 영향을 미치는 요인 연구)

  • Lee, Jeon-Ho;Lee, Jong-Ha;Mok, Young-Eun;Lee, Ho-Jun;Jung, Hyun-Gang;Kim, Seung-Hyun;Lee, Moon-Soo
    • Korean Journal of Psychosomatic Medicine
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    • v.26 no.2
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    • pp.127-134
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    • 2018
  • Objectives : This study aimed to identify the group with high risk of suicide in general hospital inpatient by comparing the depression, anxiety, and distress and their clinical characteristics. Methods : The study included all patients admitted to a general hospital between January 2016 and December 2017, and the final 41,249 patients were analyzed. Distress thermometer (DT) and hospital anxiety-depression scale (HADS) were used for emotional state evaluation. Group with high risk of suicide was defined as showing more than 4 in the DT and more than 8 in one of the two subscales (anxiety and depression) of the HADS. Results : Among the subjects, 3,603 patients (8.7%) met the high-risk criteria for suicide. The group with high risk of suicide experienced more severe pain than the control patient group, and it was found that there was more underlying disease. Patients who reported pain showed higher scores than those who reported no pain on the DT and HADS subscales. Conclusions : Group with high risk of suicide showed more severe pain and more underlying disease. Therefore, suicide prevention program specifically targeted for the group with high risk of suicide should be developed according to the risk of the patient evaluated at the time of the admission.

A Study on Measuring Urban Sprawl and Its Policy Implications for Urban Growth Management and Urban Regeneration in Seoul Capital Region (수도권 도시 스프롤 평가에 따른 도시성장관리 및 도시재생 정책 방향에 관한 연구)

  • Jeon, Hye-Jin;Woo, Myungje
    • Journal of the Korean Regional Science Association
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    • v.35 no.1
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    • pp.3-18
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    • 2019
  • Urban sprawl has been criticized due to its negative effects, including the encroachment of farmland and open spaces, the increase in traffic congestion and air pollution, the decline of central city, the decrease in social capital, and the unfairness of tax burdens on infrastructure and public services. This study measures urban sprawl in the capital region of South Korea where the characteristics of urban sprawl have been known to be different from those identified in the U.S. metropolitan areas. In particular, the study examines whether the capital region has experienced the decline of the central city with an expansion of low density residential development in suburban areas. Three measurements, the sprawl index with population density, the ratio of changes in urbanized areas to changes in population, and the population density gradient, were employed to measure urban sprawl, and GIS mapping and descriptive analysis were used to examine the central city decline and the characteristics of development patterns in suburban areas. The results show that the capital region of South Korea is moving to the American style sprawled development with the decline of the central city and an increase of single detached homes in suburban areas, implying that policy makers need to develop growth management strategies to prevent urban sprawl and its negative effects that many U.S. metropolitan areas have suffered from.

Effects of the Combination of Oxygen and Color Light on Stress Relaxation: Psychological and Autonomic Responses (산소와 색채 조명 자극의 조합이 스트레스 완화에 미치는 효과: 심리 및 자율신경계 반응을 중심으로)

  • Jang, Eun-Hye;Kim, Ah-Young;Jang, Yongwon;Kim, Bo-Seong;Choi, Yong-Bok;Kim, Seung-Chul;Lee, Sang-Kone;Kim, Seunghwan
    • Science of Emotion and Sensibility
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    • v.22 no.1
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    • pp.55-64
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    • 2019
  • Stress is accompanied by changes in the responses of the autonomic nervous system, and the heart rate variability (HRV) index is a quantitative marker that reflects autonomic responses induced by stressors. In this study, we observed changes in the autonomic responses induced by combinations of 30% oxygen administration and color light for stress relaxation. In all, 42 participants produced stress symptoms over the preceding two weeks, as rated on the stress response scale. After stress assessment, they were exposed to three therapeutic conditions, and electrocardiogram (ECG) signals were recorded before, during, and after therapy. The three therapy conditions consisted of only 30% oxygen administration with white light, a combination of 30% oxygen and orange light, and a combination of 30% oxygen and blue light. The HRV indices extracted from ECG signals were heart rate (HR), the standard deviation of the RR interval (SDNN), the mean square root of consecutive RR interval difference values (RMSSD), the low frequency component of HRV (LF), the high frequency component (HF), and the LF/HF ratio. These indicators were used to compare mean values before and after therapy. The results showed that HR and the LF/HF ratio were significantly lower after therapy than before it. In particular, the condition with 30% oxygen and blue light yielded significantly greater RMSSD and HF increases, as well as decreases in LF/HF ratio than in other two conditions. Our results suggest that therapy with 30% oxygen and blue light is the most effective for the relaxation of stress, which implies autonomic balance by parasympathetic activation.

Regional Sea Level Variability in the Pacific during the Altimetry Era Using Ensemble Empirical Mode Decomposition Method (앙상블 경험적 모드 분해법을 사용한 태평양의 지역별 해수면 변화 분석)

  • Cha, Sang-Chul;Moon, Jae-Hong
    • Ocean and Polar Research
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    • v.41 no.3
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    • pp.121-133
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    • 2019
  • Natural variability associated with a variety of large-scale climate modes causes regional differences in sea level rise (SLR), which is particularly remarkable in the Pacific Ocean. Because the superposition of the natural variability and the background anthropogenic trend in sea level can potentially threaten to inundate low-lying and heavily populated coastal regions, it is important to quantify sea level variability associated with internal climate variability and understand their interaction when projecting future SLR impacts. This study seeks to identify the dominant modes of sea level variability in the tropical Pacific and quantify how these modes contribute to regional sea level changes, particularly on the two strong El $Ni{\tilde{n}}o$ events that occurred in the winter of 1997/1998 and 2015/2016. To do so, an adaptive data analysis approach, Ensemble Empirical Mode Decomposition (EEMD), was undertaken with regard to two datasets of altimetry-based and in situ-based steric sea levels. Using this EEMD analysis, we identified distinct internal modes associated with El $Ni{\tilde{n}}o$-Southern Oscillation (ENSO) varying from 1.5 to 7 years and low-frequency variability with a period of ~12 years that were clearly distinct from the secular trend. The ENSO-scale frequencies strongly impact on an east-west dipole of sea levels across the tropical Pacific, while the low-frequency (i.e., decadal) mode is predominant in the North Pacific with a horseshoe shape connecting tropical and extratropical sea levels. Of particular interest is that the low-frequency mode resulted in different responses in regional SLR to ENSO events. The low-frequency mode contributed to a sharp increase (decrease) of sea level in the eastern (western) tropical Pacific in the 2015/2016 El $Ni{\tilde{n}}o$ but made a negative contribution to the sea level signals in the 1997/1998 El $Ni{\tilde{n}}o$. This indicates that the SLR signals of the ENSO can be amplified or depressed at times of transition in the low-frequency mode in the tropical Pacific.

Analysis of the Daily Teaching Plan and Reflective Thinking of Edu Care Teachers About Art Area (만2세 미술영역 운영현황 분석과 보육교사의 반성적 인식 탐색)

  • Park, Soo Jung;Bae, Jee Hyun
    • Korean Journal of Child Education & Care
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    • v.19 no.3
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    • pp.13-30
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    • 2019
  • Objective: The purpose of this study is to analyze the annual operational status in the filed of art shown in daily teaching plan for 2-year old, provide the analysis results helping the reflective cognition and to provide the basic data for relevant researches. Methods: This study analyzed the 1 year portion of daily teaching plan of 6 edu care teachers, provided the analysis results to the teacher in charge and promote the reflective cognition. Results: First, the operational status of the art area shown in the daily teaching plan for 2-year old was analyzed by dividing it into arts experience, expression type, art supplies, basic planar material, planar painting material, three-dimensional expression material. Second, The reflective cognition in the teacher on the analysis results of operational status in the field of art for 2-year old was shown as limits such as the infant art missing art appreciation, concentration on art supplies, ambiguity of infant art and the uniformed art activity. Conclusion/Implications: The implications of this study are the facts that it identified the operational concentration in the field of art for 2-year old, it utilized the analysis data of the teacher's daily teaching plan as reflective cognition tell, it showed the diverse teacher's cognitions on the infant-oriented art education not the uniformed art activity application.

A Study on the Acceptance Factors of the Introduction of a Smart IoT Technology for Well-being Companion Animal (반려동물 웰빙을 위한 스마트 IoT 기술 도입 수용요인에 관한 연구)

  • Kang, Sung Kwang;Kim, Hoontae;Ji, Yong Gu;Lee, Jeongyoung
    • The Journal of Society for e-Business Studies
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    • v.24 no.2
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    • pp.143-163
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    • 2019
  • The purpose of this study is to identify acceptance factors and influencing factors of respondents' adoption of smart IoT technology to companion animal health based on the integrated technology acceptance model. Based on the previous studies, we constructed the hypotheses by defining the technical factors, social factors, control variables, and mediating variables (UTAUT), and set the hypotheses between the independent variables of each factor and the dependent intention. A research model was designed to verify the relationship between variables. We developed questionnaires on the items and verified them through data collected from 494 people. As a result, product design, quality of service, product performance, and quality service of technological factors had a significant effects on performance expectancy and effort expectancy. However, product safety, product function awareness, and product price did not significantly affect performance expectancy and effort expectancy. Social influence had significant effects on cognitive effect, welfare system, and welfare facilities. In conclusion, the comparative analysis of technical factors and social factors showed that social factors have more significant effects on welfare systems and facilities.

Difficulties in End-of-Life Care and Educational Needs of Intensive Care Unit Nurses: A Mixed Methods Study (중환자실 간호사의 임종간호 어려움과 임종간호 교육요구 조사: 혼합연구방법)

  • Kim, Hyun Sook;Choi, Eun Kyoung;Kim, Tae Hee;Yun, Hye Young;Kim, Eun Ji;Hong, Jin Ju;Hong, Jeong A;Kim, Geon Ah;Kim, Sung Ha
    • Journal of Hospice and Palliative Care
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    • v.22 no.2
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    • pp.87-99
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    • 2019
  • Purpose: This study aimed to identify the difficulties with end-of-life care (EOLC) experienced by intensive care unit (ICU) nurses and to investigate their educational needs for EOLC. Methods: Mixed methods were used to survey ICU nurses at a university hospital. Quantitative data (N=106) were collected through a questionnaire and analyzed using an independent samples t-test, ANOVA, Mann-Whitney U test and $Scheff{\acute{e}}$ test. Qualitative data (N=19) were collected through focus group interviews and analyzed through qualitative content analysis. Results: The mean score on the difficulty of EOLC was 3.41 out of 5. The education needs derived from the qualitative analysis was categorized into four themes: 1) guidelines on professional EOLC, 2) spiritual care, 3) a program to take care of feelings of patients, families and nurses, and 4) activities to think about death. Conclusion: This study confirmed that ICU nurses were experiencing an extreme difficulty in providing EOLC. In addition, a qualitative analysis confirmed that they needed an EOL nursing program. To mitigate the difficulties experienced by nurses involved in EOLC, there is an urgent need to develop an education program for EOLC tailored to nurses' needs.

A Research for Revising the Korean Archives Law with Interviews (공공기록물 관리에 관한 법령 개정을 위한 면담 연구)

  • Hyun, Moonsoo;Chung, Sanghee;Park, Min-Young;Hwang, Jin-Hyun;Lee, So-Yeon
    • The Korean Journal of Archival Studies
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    • no.51
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    • pp.279-306
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    • 2017
  • This study aims to identify issues with regard to practicing the current Korean Archives Law and, by doing so, to boost a community-wide discussion for revising it. Five researchers collaboratively interviewed five groups of stake-holders. Each group was consisted of practitioners in central government agencies, provincial governments, and educational district offices, as well as instructors of archival education programs. To uncover diverse issues from various perspectives, the interview was initiated by a common question: "Do you have any idea in terms of revising the current law?" After all interview sessions were completed, the researchers discussed among themselves and established a framework for analysis. The study is expected to provide a starting point for the Korean archival community to reinvent the law so that the archival culture and practice in Korea could open a new era.