• 한국환경보건학회지
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• 제44권3호
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• pp.259-266
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• 2018

Objectives: Considered the "national fish" in Korea, the walleye pollock (Gadus chalcogrammus) has disappeared in the East Sea (Sea of Japan), a main habitat and fishing ground for the species. The reason for the disappearance is still a matter of controversy. This study was performed to investigate the long-term relationship between the walleye pollock catch and various meteorological and oceanographic factors in these waters. Methods: Fishery data on walleye pollock and data on meteorological and marine environmental factors over the 30 years (1981-2010) were obtained from the official national database. Time series analysis and correlation and regression analyses were performed to study the relationships. Results: Both air temperature and sea surface temperature in the East Sea rose over these 30 years, and the latter became more prominent. Salinity and dissolved oxygen showed a tendency to decrease while concentrations of nutrients such as nitrite nitrogen and nitrate nitrogen showed an increasing tendency. Sea surface temperature, air temperature, atmospheric pressure, and wind grade were negatively correlated with the catch size of walleye pollock (p<0.05), but salinity was positively correlated (p<0.001). Conclusion: The results of this study indicate that climate change, especially ocean warming, affected the habitat of walleye pollock. The results also indicate that lower sea surface and air temperatures, milder wind grade, and higher salinity were preferred for the survival of the fish species. It is necessary to pay attention to changes of the ocean ecosystem in terms of environmental pollution as well as seawater temperature.

• Journal of Computing Science and Engineering
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• 제11권4호
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• pp.142-151
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• 2017

Spontaneous intracerebral hemorrhage (sICH) has a high mortality rate. Research has demonstrated that sICH occurrence is related to weather conditions; therefore, this study used the decision tree method to explore the impact of climatic risk factors on sICH at different ages. The Taiwan National Health Insurance Research Database (NHIRD) and other open-access data were used in this study. The inclusion criterion was a first-attack sICH. The decision tree algorithm and random forest were implemented in R programming language. We defined a high risk of sICH as more than the average number of cases daily, and the younger, middle-aged and older groups were calculated as having 0.77, 2.26 and 2.60 cases per day, respectively. In total, 22,684 sICH cases were included in this study; 3,102 patients were younger (<44 years, younger group), 9,089 were middle-aged (45-64 years, middle group), and 10,457 were older (>65 years, older group). The risk of sICH in the younger group was not correlated with temperature, wind speed or humidity. The middle group had two decision nodes: a higher risk if the maximum temperature was >$19^{\circ}C$ (probability = 63.7%), and if the maximum temperature was <$19^{\circ}C$ in addition to a wind speed <2.788 (m/s) (probability = 60.9%). The older group had a higher risk if the average temperature was >$23.933^{\circ}C$ (probability = 60.7%). This study demonstrated that the sICH incidence in the younger patients was not significantly correlated with weather factors; that in the middle-aged sICH patients was highly-correlated with the apparent temperature; and that in the older sICH patients was highly-correlated with the mean ambient temperature. "Warm" cold ambient temperatures resulted in a higher risk of sICH, especially in the older patients.

• 한국항공우주학회지
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• 제44권6호
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• pp.537-543
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• 2016

KF-16의 1/33 축소 모형 공력 데이터베이스를 기반으로 풍동실험에 적응적 실험설계법을 적용하는 경우 실험의 정확도뿐만 아니라 풍동 실험에 소요되는 비용을 최소화할 수 있도록 추가 실험점 선택 방법에 대한 연구를 수행하였다. 라틴방격법을 이용하여 초기실험점을 선택하였고, Gaussian Process를 통해 불확실성이 가장 크면서도 실험에 소요되는 비용이 상대적으로 적은 추가 실험점을 선택하였다. 공력계수 모델링은 가장 비선형성이 큰 피칭모멘트계수를 정확히 모델링 하는 것을 목표로 하였다. 실험 비용을 고려한 적응적 실험설계법을 적용한 경우, 기존의 적응적 실험설계 방법론에 비해 모델의 정확도와 실험에 소요되는 비용에 어떤 영향을 미치는지 알아보았다.

• 한국환경과학회지
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• 제28권4호
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• pp.441-454
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• 2019

The present study analyzes the characteristics of 43 typhoons that affected the Korean Peninsula between 2002 and 2015. The analysis was based on 3-second gust measurements, which is the maximum wind speed relevant for typhoon disaster prevention, using a typhoon disaster prevention model. And the distribution and characteristics of the 3-second gusts of four typhoons, RUSA, MAEMI, KOMPASU, and BOLAVEN that caused great damage, were also analyzed. The analysis show that between May and October during which typhoons affected the Korean Peninsula, the month with the highest frequency was August(13 times), followed by July and September with 12 occurrences each. Furthermore, the 3-second gust was strongest at 21.2 m/s in September, followed by 19.6 m/s in August. These results show that the Korean Peninsula was most frequently affected by typhoons in August and September, and the 3-second gusts were also the strongest during these two months. Typhoons MAEMI and KOMPASU showed distribution of strong 3-second gusts in the right area of the typhoon path, whereas typhoons RUSA and BOLAVEN showed strong 3-second gusts over the entire Korean Peninsula. Moreover, 3-second gusts amount of the ratio of 0.7 % in case of RUSA, 0.8 % at MAEMI, 3.3 % at KOMPASU, and 21.8 % at BOLAVEN showed as "very strong", based on the typhoon intensity classification criteria of the Korea Meteorological Administration. Based on the results of this study, a database was built with the frequencies of the monthly typhoons and 3-second gust data for all typhoons that affected the Korean Peninsula, which could be used as the basic data for developing a typhoon disaster prevention system.

• 한국콘텐츠학회논문지
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• 제22권8호
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• pp.318-328
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• 2022

본 연구의 목적은 지분 집중도와 R&D 투자가 중국 상장기업 수익 증가에 미치는 영향을 분석하는 데에 있다. 이를 위해 본 연구는 WIND 데이터베이스를 이용해 중국 2,366개 상장기업의 14,196개의 표본을 추출해 Python으로 실증 분석법은 활용하였다. 분석한 결과는 다음과 같다. 첫째, 지분 집중도가 중국 상장기업의 수익 증가에 양(+)의 영향을 미치고 있는 것으로 나타났다. 둘째, 지분 집중도가 중국 상장기업의 R&D 투자에 양(+)의 영향을 미치고 있는 것으로 나타났다. 셋째, R&D 투자가 중국 상장기업의 수익 증가에 양(+)의 영향을 미치고 있는 것으로 나타났다. 넷째, R&D 투자가 중국 상장기업의 수익 증가에 미치는 영향은 시차 효과를 미친다. 다섯째, R&D 투자는 지분 집중도와 중국 상장기업 수익 증가에서 부분 매개 효과를 미치는 것으로 나타났다. 이러한 분석 결과를 바탕으로 본 연구에서는 중국 상장기업의 지분 집중도 최적화 및 R&D 투자 향상을 통한 기업의 수익 증대를 촉진하는 대책을 제시하였다.

• 항공우주시스템공학회지
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• 제17권1호
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• pp.79-87
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• 2023

항공기의 비행 제어법칙을 설계하기 위해서는 정확한 항공기 운동모델이 요구되며, 이를 구축하기 위한 공력 데이터베이스(DB)를 획득하는 데는 일반적으로 많은 횟수의 풍동시험을 수행해야 한다. 그러나 유인 항공기의 무인화 과정과 같이, 대상 항공기의 비행시험 데이터가 존재하는 경우, 파라미터 추정기법과 DB튜닝 절차를 통해 항공기 운동모델을 획득할 수 있다. 본 논문에서는 KC-100 항공기의 무인화를 위한 비선형 모델 구축 과정 및 검증 방법에 관해 기술한다. 추정기법 적용의 적합성을 판단하는 비행데이터 유효성 분석 과정과 최대공산 추정법을 사용한 선형모델 추정, 그 결과를 활용하는 공력 DB튜닝 과정과 이를 통해 최종 구축된 비선형 모델에 FFS 기준을 적용한 검증 결과를 제시한다.

• Journal of Mechanical Science and Technology
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• 제15권4호
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• pp.522-530
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• 2001

An experimental study of compressible jet flows has been undertaken in a small transonic wind tunnel. The aim of this investigation was to realize a jet simulator in the framework of wing/nacelle integration research and to characterize the jet flow behavior. First, free jet configuration, and subsequently jet flow in co-flowing air stream configuration were analyzed. Flow conditions were those encountered in a typical flight condition of a generic transport aircraft, i.e. fully expanded sonic jet flows interacting with a compressible external flowfield. Conventional experimental techniques were used to investigate the jet flows-Schlieren visualization and two-component Laser Doppler Velocimetry (LDV). The mean and fluctuating properties were measured along the jet centerline and in the symmetric plane at various downstream locations. The results of two configurations show remarkable differences in the mean and fluctuating components and agree well with the trend observed by other investigators. Moreover, these experiments enrich the database for such flow conditions and verify the feasibility of its application in future aerodynamic research of wing/nacelle interactions.

• 한방안이비인후피부과학회지
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• 제22권3호
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• pp.47-62
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• 2009

Glenditsia spina (GS) can resolve carbuncle, relive swelling, dispel wind and destroy parasites. For these reasons, GS has been widely used as dermatologic agent clinically. In this study, the specific pathways of anti-proliferative effect of GS on human derived melanoma cells were identified. The molecular profile was measured using microarray technique to identify up- or down-regulated genes in SK-MEL-2 cell line. Pathway analysis was done by listing percentage of pathway involvement, and the represented pathways were obtained from KEGG. The transcription factor binding sequences were obtained by Transfac database. By the promoter analysis, up-regulated genes by GS were mainly associated with MAPK, Regulation of actin cytoskeleton, Wnt, Focal adhesion and Long term potentiation pathway. Down-regulated genes by GS were mainly associated with MAPK and Antigen processing and presentation pathway. And some of the transcription factors like Sp1 and NF-Y in up-regulated genes and Oct-1 in down-regulated genes by GS also identified.

• International Journal of Aeronautical and Space Sciences
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• 제16권2호
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• pp.148-156
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• 2015

A continuous type side jet controller which has four nozzles with thrust control devices was considered. It is deployed to a missile for high maneuverability and fast controllability in the terminal guidance phase. However, it causes more complex aerodynamic jet interactions between the side jet and the supersonic free stream than does the conventional impulse type side jet with a small single thruster. In this paper, a numerical investigation of the jet interference effects for the missile equipped with a continuous type side jet thruster is presented. A three-dimensional flow field was simulated by using a commercial unstructured-based CFD solver. The numerical simulation method was validated through comparison with wind tunnel test results for the single jet. The method of defining jet direction for this type of side jet control to minimize simulation cases was also introduced. Flow fields investigation and jet interaction effects for various flow conditions, jet pressure ratios and defined jet direction conditions were performed. From the numerical simulation for the continuous type side jet, extensive aerodynamic interference data were obtained to construct an aerodynamic coefficients database for precise missile control.

• 한국추진공학회지
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• 제6권3호
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• pp.1-7
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• 2002

항공기 개발초기 단계에서 주어진 항공기 임무요구도를 만족하는 최적 설계에 도달하기 위해서는 많은 엔진/기체 조합형상에 대한 적합성평가가 이루어지게 되며, 이를 위해서는 정확한 엔진장착성능을 산정할 수 있는 기법의 확립이 매우 중요하다. 본 연구에서는 초음속 항공기 개발초기 단계에서 주어진 엔진/기체 형상에 대한 엔진장착성능을 산정할 수 있는 기법을 연구하였다. 이를 위해 추력 -항력 산정 시스템(Thrust minus drag accounting system)에 의거하여 엔진 장착 추력 구성요소를 설정하고 풍동시험결과를 기초로 한 데이터베이스를 활용하여 이들 요소를 산정하였으며, 산정된 엔진 장착성능 결과를 제시하였다.