랜덤포레스트를 이용한 낙동강 본류의 남조류 발생 영향인자 분석

정우석(Jung, Woo Suk),김성은(Kim, Sung Eun),김영도(Kim, Young Do) 한국습지학회 2021 한국습지학회지 Vol.23 No.1

본 연구에서는 랜덤포레스트를 이용하여 8개 보 지점별 남조류 발생 주요 영향인자를 도출하고, 조류경보제 기반의범주형 예측모델을 개발하였다. 8개 보 지점의 랜덤포레스트의 변수 중요도를 살펴본 결과, 상류의 보 지점들은 남조류 발생에 있어 보 운영에 따른 영향을 직접적으로 받는 것으로 나타났다. 이는 효율적인 보 운영을 통한 남조류 관리가 가능할 수 있다는 것을 의미한다. 중류 구간은 DO와 E.C가 주요 영향인자로 도출되었다. 공간적으로 구미와 김천에 대규모 산업공단들이 밀집되어 있으며, 환경기초시설의 배출량이 큰 영향을 끼치는 구간이다. 따라서 폭염 및 가뭄 시기에 중류 유역에서 배출되는 환경기초시설의 방류는 본류의 E.C를 증가하게 하고 남조류 발생을 촉진 시키는것으로 나타났다. 중·하류에 위치한 보 지점들은 폭염 및 가뭄의 영향을 가장 많이 받는 지역으로 여름철 가뭄에 따른남조류 대발생에 대비하여 선제적인 관리가 필요한 지점으로 나타났다. 본 연구를 통해 지점별 남조류 발생 영향인자를 도출하였으며, 맞춤형 조류관리를 위한 정책적 의사결정의 기초자료로 제공될 수 있을 것으로 판단된다. In this study, the main influencing factors of the occurrence of cyanobacteria at each of the eight Multifunctional weirs were derived using a random forest, and a categorical prediction model based on a Algal bloom warning system was developed. As a result of examining the importance of variables in the random forest, it was found that the upstream points were directly affected by weir operation during the occurrence of cyanobacteria. This means that cyanobacteria can be managed through efficient security management. DO and E.C were indicated as major influencers in midstream. The midstream section is a section where large-scale industrial complexes such as Gumi and Gimcheon are concentrated as well as the emissions of basic environmental facilities have a great influence. During the period of heatwave and drought, E.C increases along with the discharge of environmental facilities discharged from the basin, which promotes the outbreak of cyanobacteria. Those monitoring sites located in the middle and lower streams are areas that are most affected by heat waves and droughts, and therefore require preemptive management in preparation for the outbreak of cyanobacteria caused by drought in summer. Through this study, the characteristics of cyanobacteria at each point were analyzed. It can provide basic data for policy decision-making for customized cyanobacteria management

임신 입덧에 의해 발증한 베르니케뇌증 환자에서 스테로이드 다량요법과 FLAIR MR기법

한영민,유도성,김영주,허필우,조경석,김달수,강준기 대한신경외과학회 1998 Journal of Korean neurosurgical society Vol.27 No.12

유착성 관절낭염에 대한 침 및 신경차단술 처치의 임상적 관찰

남동우,임사비나,김종인,김건식,이두익,이재동,이윤호,최도영 WHO COLLABORATING CENTRE FOR TRADITIONAL MEDICINE 2007 東西醫學硏究所 論文集 Vol.2007 No.-

Objectives : To observe the effect of acupuncture and nerve block combination treatment on adhesive capsulitis patients. Metbods : 59 voluntary patients were randomly assigned to acupuncture treatment group(E group ,n=22), nerve block treatment group(W group, n=17) and acupuncture and nerve block combination treatment group(EW grouP, n=20). The E group received acupuncture treatment on LI15, TE_(14), GB_(21) and Master Dong's acupuncture points, Shin-gwan and Gyun-joong, twice a week for 4 weeks. The W group received suprascapular nerve block, subacromial injection and trigger point injection twice a week for 4 weeks. The EW group received the same treatment as the W group and after 5minutes of rest, successively received the treatment identical to that of E group. AU three groups were instructed to practice groups were instructed to practice self exercise during their daily lives. Evaluations were made before treatment and after 1, 2, 3 and 4week treatment. Constant Shoulder Assessment(CSA), Shoulder Pain and Disability Index(SPADI), Range of Motion(ROM), the patient's treatment satisfaction measured by Visual Analogue Scale(VAS) and Digital Infrared Thermographic Imaging(DITI) were used as assessment tools. The obtained data were analyzed and compared. Results : The E group showed significant improvement(p<0.05) on CSA, SPADI, VAS and DITI. As for ROM, Adduction and Extension improved significantly(p<0.05). The W group showed significant improvement(p<0.05) on CSA, SPADI, VAS and DITI. As for ROM, Abduction and Extension improved significantly. The EW group showed significant improvement(p<0.05) on CSA, SPADI and VAS. As for ROM, Adduction, Abduction, Extension and Flexion improved significantly. The improvement of CSA, VAS and Abduction ROM in the EW group was significant1y(P<0.05) superior compared to the groups treated with single type of treatment. Conclusion : It is suggested that acupuncture and nerve block combination treatment for adhesive capsulitis patients is more effective than the two single treatments. Through further studies, the acupuncture and nerve block combination treatment model may be developed into East-West Collaboration Model in treating adhesive capsulitis.

액상 TiO₂를 이용한 Rhodamine B 광촉매 분해

나영수,김도한,이송우,송승구 부산대학교 환경문제연구소 1998 環境硏究報 Vol.16 No.-

Rhodamine B 광분해 반응성을 연구하기 위하여 UV, TiO_2 그리고 TiO_2와 UV를 동시에 사용하여 염료 분해 실험을 행하였다. 그리고 pH, 초기 Rhodamine B 농도와 TiO_2 투여 농도에 대한 염료 분해에 관하여 실험하였다. 이때 TiO_2와 UV를 동시에 사용한 경우가 가장 높은 분해속도를 나타내었으며, TiO_2 투여량 증가와 pH가 높을 수록 분해효율이 증가하였으며, 초기 염료 농도가 높을 수록 감소하였다. 그리고 분해 속도는 pseudo-1st order로 나타났다. The photocatalytic activation of Rhodamine B in aqueous titanium dioxide suspensions has been studied and compared with different methods: UV Light, TiO_2, and TiO_2 with UV illumination. The influence of pH, initial Rhodamine B concentration and TiO_2 concentration on reaction rate has been investigated in detail. The photocatalytic degradation with TiO_2 and UV illumination showed higher activity than only UV or TiO_2. Reaction rate Increased with TiO_2 concentration and pH but decreased with initial Rhodamine B concentration. The decomposition showed pseudo-1st order reaction.

지방도 도로선형개선 및 설계를 위한 완화곡선의 효율적인 이용을 위한 Model 구축

金日道,이영우 慶一大學校 2002 論文集 Vol.18 No.-

Now, at the transition part the cubic parabola of old models is mainly used at the design of railway and clothoid curve is mainly used at the design of highway. But, it is difficult to use the clothoid curve in planning street or highway and it is rejected nowdays because of several confinement. So, the object of this study is to propose the efficient and easy model to use at the transition curve, and then to suggest it's usage. The result of this study are as follows; 1. The currently used transition curve is used to be equal with the cubic parabola and clothoid curve at the B.B.C. but the bigger the tangent angle is the bigger the difference between the R' of B.C.C. and the R of circular curve. 2. In this study, the result of analysis of efficient and easy model to use at transition curve are as follows; Hoffman and Schramm's horizontal alignment, elliptic equation, non-linear multiple regression model. After thorough examination, the non-linear multiple regression model is decided as the most efficient model.

유착성 관절낭염 치료에 있어서 한방 치료와 양방 치료의 임상적 고찰 : 동서협진 모델 개발을 위한 기초 연구를 중심으로

남동우,정인태,김주희,박유선,임사비나,이두익,이재동,이윤호,최도영 경희대학교 동서의학연구소 2006 東西醫學硏究所 論文集 Vol.2006 No.-

Objectives : To observe the effect of acupuncture treatment and western medical treatment on frozen shoulder patients. Methods : 39 voluntary patients were randomly assigned to the Eastern treatment group(E group, n=22) and the Western treatment group(W group, n=17). The E group received acupuncture treatment on LI15, TE14, GB21 and Master Dong's acupuncture points, Shin-gwan and Gyun-joong, twice a week for 4 weeks. The W group received suprascapular nerve block, subacromial injection and trigger point injection, twice a week for 4 weeks. Both groups were instructed to practice self exercise during their daily lives. Evaluations were made before treatment and after treatment using Constant Shoulder Assessment(CSA), Shoulder Pain and Disability Index(SPADI) and the patient's satisfaction concerning the treatment was measured by Visual Analogue Scale(VAS). The obtained data were analyzed and compared. Results : The E group showed significant improvement(p<0.05) according to the CSA and SPADI. The patient's satisfaction scored 5.67 on a scale of 10. The W group showed significant improvement(p<0.05) according to the CSA and SPADI. The patient's satisfaction scored 7.73. But the difference between the two groups were insignificant according to CSA and SPADI. Conclusion : Both acupuncture and nerve block treatment significantly improved frozen shoulder. But the difference of the two treatments was insignificant.

자매에서 발생한 중증 마이코플라즈마 폐렴에서 스테로이드 치료

김도희,이경일,김명숙,윤유숙,황자영,임정우,강진한,이준성 대한감염학회 2009 감염과 화학요법 Vol.41 No.3

Numerous evidences support the pathogenesis that M. pneumonias pneumonia is associated with cell-mediat-ed immune reaction. We report 2 cases of severe M. pneumoniae pneumonia in previously healthy sisters, who were both admitted during an epidemic of M. pneumoniae pneumonia. The elder sister, who was 16 years old, was admitted with M. pneumoniae pneumonia. She showed no response to treatment with clarithroycin and levo-floxacin, and eventually progressed to severe ARDS, requiring mechanical ventilation. After treatment with hydrocortisone (200 mg/day), there were rapid improvements in clinical manifestations and chest radiographic findings. The younger sister, who was 14 years old, was admitted 10 days later, Presenting with fever but no pneumonic lesions on chest radiograph. Just like her sister, the infection showed no response to clarithromycin. Fever persisted and pneumonic consolidation with mild pleural effusion was noticed in the left lower lobe on the 5th hospital-day. After treatment with oral prednisolone (1 mg/kg), she showed rapid defervescence and on the 8th hospital day, no pneumonic lesions were detectable on chest radiograph. Given the fact that the pathogenesis of pneumonia and extrapulmonary manifestations in M. pneumoniae infection is immune-mediated, an immuno-suppressive therapy would be validated for selected patients with M. pneumoniae infections.

MOCVD 법에 의한 ZnO:Zn 형광박막 제조공정

박일우,윤도영 광운대학교 신기술연구소 1998 신기술연구소논문집 Vol.27 No.-

MOCVD법을 이용하여 전계 방출 디스플래이(FED)의 음극판으로 사용될 ZnO:Zn 박막 형광체를 제조하였다. 실험을 통하여 온도 및 압력. 희석가스 및 운반가스, 그리고 source의 량등을 변화시켜서 그에 따른 영향을 관찰하였다 XRD로 막의 결정성을 분석하였으며. SEM을 통해 박막의 입자크기를 조사하였고, 저항성을 산출하기 위하여 CL을 통하여 cathodoluminescence를 측정하였다. 그 결과 ZnO 박막이 최대의 X선 회절 피크를 보였지만 가장 낮은 CL 강도를 보였다. 또한 결정립의 크기가 분말에 비하여 작았는데, 이로 인하여 좋은 발광을 내기에는 표면적이 부족한 것으로 관측된다. 저압 MOCVD 반응기에서 박막의 두께는 면저항과 CL 강도에 영향을 주는 것으로 나타났다. This study focuses on the MOCVD method in order to investigate the manufacturing process of ZnO:Zn thin-film phosphor. which is to be used as an anode Plate in a Field Emission Display. In the present experiment, effects of temperature. Pressure. the amounts of dilution, and carrier gases on the properties of phosphor nim have been analyzed. While crystallinity and grain size of a film were analyzed from XRD and SEM. respectively. cathodoluminescence was measured by CL for the Purpose of resistivity calculation. The maximum peak of XRD was found in the ZnO thin film. however, it has the lowest CL intensity. The thing that grain size of a film was smaller than that of powder, which is considered as the reason of the poor luminescence. And. it is observed that the thickness of a thin film affects the sheet resistance and the CL intensity in the low pressure MOCVD reactor.

A-Si:H/Cd 계면층을 이용한 a-Si:H의 결정화 연구

김도영,최유신,임동건,이준신,김홍우,이수홍 성균관대학교 1997 학술회의지원논문목록집 Vol.1997 No.-

We studied the crystallization of a-SiH thin film. Multi crystallized Si fillms are preferred in many applications such as FPD, solar cells, RAM, and integrated circuits. Because most of these applications require a low temperature process, we investigated a crystallization of a-SiH using a Cd layer. A metal Cd shows an eutectic point at a temperature of 321°C. THis paper present Cd layer assisted crystallization of a-SiH film for the various grain growth parameters such as anneal temperature. Cd layer thickness and anneal time.

폐경후 골다공증 환자에서 체질량지수에 따른 Alendronate의 효과

조영석,나소영,이효진,홍우정,김군순,김도희,구본정,송민호,김영건,노흥규 충남대학교 의과대학 의학연구소 2002 충남의대잡지 Vol.29 No.2

배경 : 폐경후 골다공증은 심각한 문제로 대두되고 있다. 현재 Alendronate는 폐경후 골다공증의 치료제로서 널리 쓰이고 있다. 저자는 Alendronate의 골밀도에 효과를 알아보고 골다공증의 위험인자에 따른 Alendronate의 반응 정도를 평가하기 위하여 본 연구를 수행하였다. 방법 : Alendronate를 평균 12개월간 복용한 35명의 폐경후 골다공증환자에서 체질량지수와 폐경후 기간에 따른 치료효과를 조사하였다. 결과 : 전체 대상군에서 Alendronate 10㎎을 12개월간 투여한후 골밀도의 평균 변화율은 요추와 대퇴골 경부에서 각각 7.83±7.39%와 2.99±9.22%이었다. 과체중군에서 평균변화율은 요추와 대퇴골 경부에서 각각 7.15±4.5%와 3.05±2.86%였다. 양군간에 통계적 유의성이 있는 차이는 없었다. 폐경후 7년이 경과되지 않은 군에서의 평균변화율은 요추와 대퇴골 경부에서 각각 6.9±5.3%와 5.71±0.08%였다. 양군간에 통계적인 유의성이 있는 차이는 없었다. 결론 : 마른체형이 골다공증의 발병에는 영향이 있으나, Alendronate 치료효과의 차이는 없는 것을 확인할 수 있었다. 더불어 폐경이 있고 7년이 초과된 군과 년이 경과되지 않은 군에서의 Alendronate 치료효과의 차이는 없는 것을 확인할수 있었다. 이는 골흡수가 상당히 진행된 상태에서도 Alendronate가 치료효과를 가지고 있음을 반영한다고 할 수 있겠다. Postmenopausal osteoporosis is a serious health problem. The aminophosphonate Alendronate is widely used for treatment of postmenopausal osteoporosis. We studied the effect of l0㎎ of alendronate given daily for mean 12 months on bone mineral density in 35 women(mean age 61yrs. mean BMI 23.24㎏/m^(2)) with osteoporosis. An over weight group is defined such that BMI was above 23㎏/m^(2). All the women received 1500㎎ calcium carbonate daily. The bone mineral density of L-spine and femoral neck was measured by dual-energy X-ray absorptiometry. Alendronate increased BMD at mean 12 months at the L-spine (7.15±4.5%) and femoral neck(3.05±2.86%) in normal women. Alendronate increased bone mineral density at 12 months at the L-spine(6.00±5.3%) and femoral neck(4.17±4.87%) in overweight women. There was no difference between two groups. In the less than 7 years group of postmenopausal duration. alendronate increased bone mineral density at 12 months at the L-spine(6.9±4.9%) and femoral neck(3.18±7.1%). In the more than 7 years group of postmenopausal duration, alendronate increased hone mineral density at 1% months at the L-spine(6.5±5.3%) and femoral neck(5.71±0.08%). There was no difference between two groups. In postmenopausal women with osteoporosis, therapy with alendronate produced significant increases in BMD of the L-spine and femoral neck in both group. There was no difference between normal and over-weight groups. and between less than 7 years group and more than 7 years group of postmenopausal duration.