• Proceedings of the Korea Water Resources Association Conference
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• 2023.05a
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• pp.239-239
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• 2023

최근 도시화 및 기후변화에 따른 재난의 피해가 증가하고 있다. 국내 기상청에서는 호우 및 태풍에 대한 예·경보(주의보, 경보)를 전국적으로 통일된 기준(3시간, 12시간 누적강우량)에 따라 발령하고 있다. 이에 따라 현재 예·경보 기준에는 피해가 발생한 사상에 대한 지역별 특성이 고려되지 않는 문제점이 있다. 본 연구에서는 이러한 문제점을 해결하기 위하여 서울특별시, 인천광역시, 경기도의 호우 및 태풍에 대한 재해사상별 발생한 피해액 및 누적강우량을 활용하여 재해강도의 단계별 기준을 수립하고, 입력자료로 관측된 강우값을 활용하여 발생할 수 있는 재해의 발생 강도를 분류하는 모형을 개발하고자 하였다. 본 연구에서는 호우 및 태풍에 의한 재해 피해액의 분위별로 재해강도 단계(관심, 주의, 경계, 심각)를 분류하였고, 재해강도 단계에 따른 누적강우량 기준을 지자체별로 제시하였으며, 분류한 재해의 강도 단계를 모형의 종속변수로 활용하였다. 재해피해가 발생하지 않은 무강우 지속시간을 산정하여 호우 사상을 분류하였다. 지자체별로 재해 발생강도 분류 모형 개발을 위하여 머신러닝 모형 4가지(의사결정나무, 서포트 벡터 머신, 랜덤 포레스트, XGBoost)를 활용하였다. 본 연구에서 분류한 피해가 발생하지 않은 호우사상 및 피해가 발생한 사상별로 강우량, 지속시간 최대 강우량(3시간, 12시간), 선행강우량, 누적강우량을 독립변수로 입력하여 종속변수인 재해 발생 강도를 분류하였다. 각 모형별로 F1 Score를 이용한 정확도 평가 결과, 의사결정나무의 F1 Score가 평균 0.56으로 가장 우수한 정확도를 가지는 것으로 평가되었다. 본 연구에서 제시하는 머신러닝 기반 재해 발생 강도 분류모형을 활용하면 호우 및 태풍에 의한 재해에 대하여 지자체별로 재해 발생 강도를 단계별로 파악할 수 있어, 재난 담당자들의 의사결정을 위한 참고 자료로 활용될 수 있을 것으로 판단된다.

• Journal of Nutrition and Health
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• v.52 no.1
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• pp.36-46
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• 2019

Purpose: This study evaluated amounts of physical activity and sedentary behavior patterns in older adults using an accelerometer and physical activity diary. Methods: Forty-nine older adults (male 26, female 23) participated in this study. They wore a triaxial accelerometer (ActiGraph wGT3X-BT) for one week and wrote a physical activity diary concurrently for three days. Amounts of physical activity, sedentary behavior patterns, and percentage of meeting the World health organization (WHO) physical activity guidelines were analyzed using an accelerometer. In addition, the contents recorded in the physical activity diary were reclassified to 18 levels and the average daily times spent on each level and physical activity level (PAL) were calculated. Results: The subjects were sitting more than half of the day except for bedtime and shower time (59.2%). The numbers of prolonged ${\geq}30$, 40 minutes sedentary bouts were significantly higher in males ($3.10{\pm}1.34$, $1.78{\pm}1.09$, respectively) than in females ($2.34{\pm}1.22$, $1.32{\pm}1.07$, respectively) and the number of breaks per sedentary hour was significantly less in males ($5.74{\pm}0.89$) than in females ($6.44{\pm}0.71$). Among the activities corresponding to sedentary behavior surveyed by the physical activity diary, only the amount of time spent 'resting, speaking and watching TV' showed a significant correlation with the sedentary behavior pattern measured by the accelerometer. The persistence of sedentary behavior was interrupted primarily when low intensity activity was performed. Only 22.4% of the subjects met WHO physical activity guidelines. Conclusion: Based on these results, the physical activity guidelines for older adults should be developed that reflects the appropriate strength, including low activity level and maintenance time of moderate to vigorous physical activity.

• Journal of Life Science
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• v.22 no.3
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• pp.312-317
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• 2012

The time-dependent effects of highly intensive exercise on the hematological properties of leukocytes, as well as $CD4^+$ and $CD8^+$ level changes as T-lymphocyte activation subsets and the cell death of lymphocytes in rats were studied in this research. Twenty, 60, and 120 min of highly intensive exercise was performed daily for 8 weeks. Total leukocyte counts in the blood of rats exercising for 20 min were elevated; they then decreased to less than the level of the control group up to 120 min. The patterns of lymphocyte level changes were directly influenced by exercise duration and the extents of alteration were similar to the total leukocytes counts. The levels of $CD4^+$ and $CD8^+$ in the blood of the exercising rats were not statistically different even when the exercise was continued for 120 min; thus, the exercise did not affect T-lymphocyte activation. Early- and late-stage lymphocyte apoptosis was not affected by the length of exercise, except that late-phase apoptosis was slightly increased at 120 min, suggesting that aging processes for lymphocyte apoptosis might be stimulated at that time. As the exercise time became longer, stimulated necrosis of lymphocytes was observed, so damage in lymphocytes and a potential loss of immunity might be presumed. The current observation suggests that long-term, highly intensive exercise might result in a loss of immunity that could be due to the damage of lymphocytes in terms of both their numbers and inflammation-related functions. The results suggest that under highly intensive exercise conditions, more than 20 min of exercise should not be suggested for health care purposes.

• Journal of Bio-Environment Control
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• v.18 no.4
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• pp.401-407
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• 2009

This study intends to examine the influence of foliage treatment and seed treatment on the suppression of the succulent growth of tomato seedlings, and further, to clarify the proper way of suppressing the succulent growth of tomatoes. For the foliage treatment, the time and the concentration of diniconazol treatment were considered, and for the seed treatment, the soaking time was considered. As a result of examining the stem elongation of tomatoes based on the time and the concentration of diniconazol treatment, suppression of stem elongation and internodal length was found in step 1, 2, and 3. Plants absorb more quantity of a chemical when they are young, so a good chemical effect was found. In step 1, the number of suppressed nodes was 4, which was decreased to 3 in step 2 and to 2 in step 3. As a result of examining the influence of chemical tenacity on stem elongation, $5\;mg{\cdot}L^{-1}$ in step 1 and 2 showed the suppression of stem elongation after chemical treatment, but it became recovered fast after a particular time, compared with others. In step 3, the period of stem elongation suppression was short and they were recovered fast. In step 1, the effect of chemical tenacity was found for 5 weeks, but in step 2 and 3, it lasted for 4 weeks respectively. After raising seedlings was finished, they got planted and the quantity of living bodies increased fast so there was no significant difference in breeding from non-treatment.

• JOURNAL OF ELECTRICAL WORLD
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• s.275
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• pp.49-54
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• 1999

우리 나라에 제3의 에너지 원자력발전소인 고리 1호기가 ''78년 4월 상업운전을 시작한 이래 우리의 원자력발전은 22년 동안 지속적인 건설과 효과적 운영으로 꾸준히 성장하여 청년기에 이르렀다. 고리 1호기 건설 당시에는 원전 건설 경험이 전무한 상태였고 국내 산업의 기반도 취약하여 어려움이 많았으나 그 동안 후속기 건설로 경험과 기술을 축적하여 현재는 기술자립도 95$\%$에 달하는 한국표준형 원전을 건설하는 단계에 이르렀다. 이와 더불어 원자력발전소 운영의 선진화를 위한 지속적인 노력과 경험을 바탕으로 ''91년 이래 국내 원자력발전소 이용률은 80$\%$이상을 유지하고 있으며 호기 당 고장 건수도 꾸준히 감소하여 고장 정지율도 호기 당 0.2건을 목표로 지속적인 노력을 하고 있다. 이처럼 원자력 발전소 운영에 절대적인 선진화를 앞당기며 21세기를 선도해 나가는 효율적인 운영을 추구하기 위하여 과거 21년간의 원자력 발전 현황에 대한 운전시간과 정지시간을 지수화하여 변화되는 추이를 살펴보고 이를 토대로 새로 건설되는 원자력 발전소의 발전운영 상태를 가늠할 수 있는 지표를 만들고자 한다.

• Korean Journal of Air-Conditioning and Refrigeration Engineering
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• v.18 no.7
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• pp.535-540
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• 2006

This study was performed In evaluate sleep efficiencies and conditions for comfortable sleep based on the analysis of Physiological signals under variations in thermal conditions. Five female subjects who have similar life cycle and sleep patterns were participated for the sleep experiment. It was checked whether they had a good sleep before the night of experiment. EEGs were obtained from C3-A2 and C4-A1 electrode sites and EOGs were acquired from LOC (left outer canthus) and ROC (right outer canthus) for REM sleep detection. Sleep stages were classified, then TST (total sleep time), SWS (slow wave sleep) latency and SWS/TST were calculated for the evaluation of sleep efficiencies on thermal conditions. TST was defined as an amount of time from sleep stage 1 to wakeup. SWS latency was from light off time to sleep stage 3 and percentage of SWS over TST was calculated for the evaluation of sleep quality and comfort sleep under thermal conditions. As result, the condition which raise a room temperature provided comfortable sleep.

• Proceedings of the Korea Water Resources Association Conference
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• 2023.05a
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• pp.367-367
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• 2023

2022년 중부권은 집중호우에 의해 큰 피해를 입었다. 2022년 서울의 강수량은 1775.3mm로 30년(1993~2022년) 연평균 강수량(1429.6mm)을 상회하였고, 6월~9월에 1412.4mm로 약 80%의 강수량이 집중되었다. 또한, RCP(Representative concentrate pathways) 기후변화 시나리오에 따르면 2100년까지 강수량과 강우지속시간이 지속적으로 증가할 것으로 예측하고 있다. 뿐만 아니라, 도시화는 지속적으로 불투수면적을 넓히고 있어, 도시지역의 홍수피해는 점차 가중될 것으로 판단된다. 본 연구에서는 도시지역 불투수면적의 투수화를 통해 강수량을 지표하로 침투시켜 지표유출을 저감하는 방안을 연구하였다. 대상지는 부산광역시 신도시 개발지역으로 30년 강우자료를 이용하여 무강우 지속시간, 독립 강우사상의 구분, 강우사상의 지속시간 및 분포 등을 분석하여 빗물관리목표를 설정하였다. 해당 빗물관리목표를 만족시킬 수 있는 규모의 저영향개발 시설을 적용하였고, 도시지역의 개발 전, 개발 후, 저영향개발 기술 적용 후의 단계로 구분하여 모의분석을 수행하였다. 개발 전의 물순환 회복률을 100.0%로 기준을 설정하고, 모의분석 결과 개발 이후 38.1%로 물순환 회복률이 급감하였으나, 저영향개발 기술 적용을 통해 약 92.0%로 회복되는 것을 확인하였다. 이후 연별, 월별 물수지 분석을 통해 물순환 회복률과 지표유출 저감 정도를 비교 분석하였다. 이상의 결과를 통해 저영향개발의 적용으로 도시화와 집중호우로 인한 도시지역의 수해를 일부 저감시킬 수 있을 것으로 판단되고, 대상지역 개발 전의 물수지 상태 회귀를 통해 지속가능한 발전이 가능할 것으로 기대된다.

• Proceedings of the KAIS Fall Conference
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• 2010.05b
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• pp.735-738
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• 2010

본 연구는 관절가동범위 및 근력강화운동, 반복적인 과제-지향적 활동으로 구성된 복합운동프로그램을 뇌졸중 환자에게 2년 4개월 동안 적용하여 상지 기능 및 균형 능력에 미치는 효과를 알아보고자 하였다. 연구대상자는 뇌졸중으로 인한 좌측 편마비 증상을 보이는 68세 여성으로 매 회기 1시간씩, 주 3회, 2년 4개월 동안 복합운동프로그램을 수행하였다. 대상자의 상지 기능은 브론스트롬의 손 회복 단계와 상지 회복단계, Fugl-Meyer Assessment of Motor Function, 뇌졸중 상지기능검사로, 균형 능력은 Tinetti Gait & Balance Scale로 평가하였다. 연구 결과 대상자의 상지 기능과 균형 능력이 유지 및 향상 되었다. 이를 통하여 만성 뇌졸중 환자에서 상지 및 균형 능력의 유지 및 증진을 위한 지속적인 복합 운동프로그램 수행의 유효성을 확인할 수 있었다.

• The Journal of Engineering Geology
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• v.22 no.3
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• pp.331-341
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• 2012

Granitoid rocks are generally high-quality rock from a geotechnical perspective, because they rarely contain systematic joints or fragmented fault zones. Although the rock type at the Sanhak site is granite, a collapsed slope has a deep soil layer and shows no residual structures such as discontinuities or faults; surface avalanches from this slope can be observed in several places. To study the stability of this slope, we investigated rainfall duration, variation in pore-water pressure, and the factor of safety considering three cases (current cross-section, initial planning cross-section, revised planning cross-section). With increasing duration of rainfall, the groundwater level rises, up to 20 m in height from ground surface. In the initial planning cross-section, safety was secure for rainfall of 2 days duration, but inadequate for rainfall of 4 days duration. In the revised planning cross-section, however, safety factors were secure for rainfall of 4 days duration. Therefore, to ensure permanent stability at the Sanhak site, a slope degree of 1:1.8 should be maintained during cutting.

• Journal of the Society of Disaster Information
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• v.13 no.3
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• pp.296-304
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• 2017

In order to predict about forest fire behavior we constructed a database for combustion characteristic of forest fuels in Samcheok, Gangwon-do and prepared fire risk map and fire risk rating using GIS method in this study. For the mapping autoignition temperature, ignition time, flame duration time, total heat release and total smoke release are selected as the standardized parameters and the overall risk rating was made up of the ignition risk parameters(autoignition temperature, ignition time) and the spread risk parameters(flame duration time, total heat release, total smoke release). Forest fire risk was classified into 5 grades and lower grade of fire risk rating mean to correspond to more dangerous forest fire. As a result, the overall risk rating of Samcheok was classified into three grades from 1 to 3 and Nogok-myeon and Miro-myeon were turned out the most dangerous areas for forest fire. Because of the colony of pine and oak trees and the higher fire loads, the flame propagation will be carried out quickly in these areas.